diff --git a/articles/01-article.html b/articles/01-article.html
index a82daca..ab38737 100644
--- a/articles/01-article.html
+++ b/articles/01-article.html
@@ -158,122 +158,122 @@ <h3 id="ohlc-data">OHLC data<a class="anchor" aria-label="anchor" href="#ohlc-da
 <tbody>
 <tr>
 <td style="text-align:left;">
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 </td>
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-2024-05-31 15:00:00
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 </td>
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-67437.4
+67155
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-67140
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-82.508
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-2024-05-31 16:00:00
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-67162.5
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-151.83
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-2024-05-31 17:00:00
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-67286.6
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 <td style="text-align:left;">
-100.205
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 </td>
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 <td style="text-align:left;">
-2024-05-31 18:00:00
+2024-05-31 20:00:00
 </td>
 <td style="text-align:center;">
-67286.6
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-67374.7
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-67333.4
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-50.193
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 <td style="text-align:left;">
-2024-05-31 19:00:00
+2024-05-31 21:00:00
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-21.145
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@@ -315,86 +315,86 @@ <h3 id="sentiment-data">Sentiment data<a class="anchor" aria-label="anchor" href
 <tbody>
 <tr>
 <td style="text-align:left;">
-2024-05-31 14:00:00
+2024-05-31 16:00:00
 </td>
 <td style="text-align:center;">
-0.744
+0.746
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 <td style="text-align:center;">
-0.256
+0.254
 </td>
 <td style="text-align:center;">
-2.9
+2.942
 </td>
 </tr>
 <tr>
 <td style="text-align:left;">
-2024-05-31 15:00:00
+2024-05-31 17:00:00
 </td>
 <td style="text-align:center;">
-0.753
+0.75
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 <td style="text-align:center;">
-0.247
+0.25
 </td>
 <td style="text-align:center;">
-3.042
+3.006
 </td>
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 <tr>
 <td style="text-align:left;">
-2024-05-31 16:00:00
+2024-05-31 18:00:00
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 <td style="text-align:center;">
-0.746
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 <td style="text-align:center;">
-0.254
+0.249
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 <td style="text-align:center;">
-2.942
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 </td>
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 <td style="text-align:left;">
-2024-05-31 17:00:00
+2024-05-31 19:00:00
 </td>
 <td style="text-align:center;">
-0.75
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 <td style="text-align:center;">
-0.25
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 <td style="text-align:center;">
-3.006
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 <td style="text-align:left;">
-2024-05-31 18:00:00
+2024-05-31 20:00:00
 </td>
 <td style="text-align:center;">
-0.751
+0.744
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 <td style="text-align:center;">
-0.249
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-3.011
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 <td style="text-align:left;">
-2024-05-31 19:00:00
+2024-05-31 21:00:00
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 <td style="text-align:center;">
-0.753
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 <td style="text-align:center;">
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diff --git a/articles/02-article.html b/articles/02-article.html
index b67ff93..1931b53 100644
--- a/articles/02-article.html
+++ b/articles/02-article.html
@@ -146,7 +146,7 @@ <h3 id="candlestick-charts">Candlestick charts<a class="anchor" aria-label="anch
 <span>  main   <span class="op">=</span> <span class="fu"><a href="../reference/kline.html">kline</a></span><span class="op">(</span><span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 </div>
 <div class="section level3">
 <h3 id="ohlc-charts">OHLC charts<a class="anchor" aria-label="anchor" href="#ohlc-charts"></a>
@@ -159,7 +159,7 @@ <h3 id="ohlc-charts">OHLC charts<a class="anchor" aria-label="anchor" href="#ohl
 <span>  main   <span class="op">=</span> <span class="fu"><a href="../reference/ohlc.html">ohlc</a></span><span class="op">(</span><span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 <p>The <code><a href="../reference/chart.html">chart()</a></code>-function comes with various
 <code>options</code> for color deficiency and themes. Use
 <code><a href="../reference/chart.html">?chart</a></code> for further details.</p>
@@ -191,7 +191,7 @@ <h2 id="charting-indicators">Charting indicators<a class="anchor" aria-label="an
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 <div class="section level2">
 <h2 id="charting-events">Charting events<a class="anchor" aria-label="anchor" href="#charting-events"></a>
@@ -267,7 +267,7 @@ <h2 id="charting-events">Charting events<a class="anchor" aria-label="anchor" hr
 <span>  event_data <span class="op">=</span> <span class="va">event_data</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 </div>
 <div class="section level2">
 <h2 id="limitations">Limitations<a class="anchor" aria-label="anchor" href="#limitations"></a>
diff --git a/articles/05-article.html b/articles/05-article.html
index b43fe32..0edde85 100644
--- a/articles/05-article.html
+++ b/articles/05-article.html
@@ -150,24 +150,24 @@ <h3 id="building-cryptocurrency-trade-models">Building Cryptocurrency Trade Mode
 <span><span class="co">## 3) trade the model</span></span>
 <span><span class="fu">quantmod</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/quantmod/man/tradeModel.html" class="external-link">tradeModel</a></span><span class="op">(</span><span class="va">built_model</span>, leverage <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span>
 <span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt;   Model:  lm1717184203.27163 </span></span>
+<span><span class="co">#&gt;   Model:  lm1717190012.22198 </span></span>
 <span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt;   C.A.G.R.:  68.21%  H.P.R.:  33.50% </span></span>
+<span><span class="co">#&gt;   C.A.G.R.:  69.21%  H.P.R.:  33.94% </span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt;   Returns by period summary:</span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt;              weekly monthly quarterly yearly</span></span>
-<span><span class="co">#&gt;     Max.     25.77%  48.73%    31.94% 57.65%</span></span>
-<span><span class="co">#&gt;     3rd Qu.   6.62%  46.96%    28.82% 57.65%</span></span>
-<span><span class="co">#&gt;     Mean      2.77%  13.19%    25.71% 57.65%</span></span>
-<span><span class="co">#&gt;     Median   -1.69%   1.88%    25.71% 57.65%</span></span>
-<span><span class="co">#&gt;     2rd Qu.  -4.94% -12.93%    22.60% 57.65%</span></span>
-<span><span class="co">#&gt;     Min.    -14.61% -18.69%    19.49% 57.65%</span></span>
+<span><span class="co">#&gt;     Max.     25.77%  48.73%    31.94% 58.17%</span></span>
+<span><span class="co">#&gt;     3rd Qu.   6.62%  47.45%    28.92% 58.17%</span></span>
+<span><span class="co">#&gt;     Mean      2.79%  13.29%    25.91% 58.17%</span></span>
+<span><span class="co">#&gt;     Median   -1.69%   1.88%    25.91% 58.17%</span></span>
+<span><span class="co">#&gt;     2rd Qu.  -4.94% -12.93%    22.90% 58.17%</span></span>
+<span><span class="co">#&gt;     Min.    -14.61% -18.69%    19.88% 58.17%</span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt;   Period to date returns:</span></span>
 <span><span class="co">#&gt; </span></span>
 <span><span class="co">#&gt;              weekly monthly quarterly yearly</span></span>
-<span><span class="co">#&gt;              -2.91%  46.96%    19.49% 57.65%</span></span></code></pre></div>
+<span><span class="co">#&gt;              -2.58%  47.45%    19.88% 58.17%</span></span></code></pre></div>
 </div>
 <div class="section level3">
 <h3 id="charting-cryptocurrency-with-quantmod">Charting Cryptocurrency with quantmod<a class="anchor" aria-label="anchor" href="#charting-cryptocurrency-with-quantmod"></a>
@@ -415,22 +415,22 @@ <h2 id="cryptocurrency-and-ttr">Cryptocurrency and TTR<a class="anchor" aria-lab
 66652.4
 </td>
 <td style="text-align:center;">
-67500.1
+67610.5
 </td>
 <td style="text-align:center;">
-1045.352
+1143.184
 </td>
 <td style="text-align:center;">
-61891.112
+61892.001
 </td>
 <td style="text-align:center;">
-67066.438
+67068.278
 </td>
 <td style="text-align:center;">
-72241.765
+72244.556
 </td>
 <td style="text-align:right;">
-0.563
+0.566
 </td>
 </tr>
 </tbody>
diff --git a/articles/05-article_files/figure-html/unnamed-chunk-5-1.png b/articles/05-article_files/figure-html/unnamed-chunk-5-1.png
index 4d3c3c5..e615046 100644
Binary files a/articles/05-article_files/figure-html/unnamed-chunk-5-1.png and b/articles/05-article_files/figure-html/unnamed-chunk-5-1.png differ
diff --git a/articles/cryptoQuotes.html b/articles/cryptoQuotes.html
index 2982da1..5ea5f8f 100644
--- a/articles/cryptoQuotes.html
+++ b/articles/cryptoQuotes.html
@@ -152,13 +152,13 @@ <h3 id="open-high-low-close-an-volume">Open, High, Low, Close an Volume<a class=
 <span>  futures  <span class="op">=</span> <span class="cn">FALSE</span>, </span>
 <span>  interval <span class="op">=</span> <span class="st">"1h"</span></span>
 <span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">#&gt;                        open    high     low   close    volume</span></span>
-<span><span class="co">#&gt; 2024-05-31 14:00:00 68062.2 68062.2 67281.4 67448.0 18.738182</span></span>
-<span><span class="co">#&gt; 2024-05-31 15:00:00 67483.0 67506.0 67261.6 67261.6  9.119218</span></span>
-<span><span class="co">#&gt; 2024-05-31 16:00:00 67255.7 67255.7 66692.3 67188.8 26.041747</span></span>
-<span><span class="co">#&gt; 2024-05-31 17:00:00 67176.7 67449.1 67165.7 67344.1  4.485146</span></span>
-<span><span class="co">#&gt; 2024-05-31 18:00:00 67360.1 67431.0 67200.0 67411.7  3.443449</span></span>
-<span><span class="co">#&gt; 2024-05-31 19:00:00 67406.1 67598.2 67361.9 67585.1  3.173481</span></span></code></pre>
+<pre><code><span><span class="co">#&gt;                        open    high     low   close     volume</span></span>
+<span><span class="co">#&gt; 2024-05-31 16:00:00 67255.7 67255.7 66692.3 67188.8 26.0417470</span></span>
+<span><span class="co">#&gt; 2024-05-31 17:00:00 67176.7 67449.1 67165.7 67344.1  4.4851455</span></span>
+<span><span class="co">#&gt; 2024-05-31 18:00:00 67360.1 67431.0 67200.0 67411.7  3.4434494</span></span>
+<span><span class="co">#&gt; 2024-05-31 19:00:00 67406.1 67948.0 67361.9 67660.4  5.4238393</span></span>
+<span><span class="co">#&gt; 2024-05-31 20:00:00 67672.2 67792.7 67597.9 67668.0  3.3599569</span></span>
+<span><span class="co">#&gt; 2024-05-31 21:00:00 67668.1 67711.1 67668.1 67674.7  0.0365553</span></span></code></pre>
 <p>The market data can be extracted in different intervals using the
 <code>interval</code>-argument. To see available intervals, the
 <code><a href="../reference/available_intervals.html">available_intervals()</a></code>-function can be used,</p>
@@ -210,12 +210,12 @@ <h3 id="sentiment-data">Sentiment Data<a class="anchor" aria-label="anchor" href
 <span>  interval <span class="op">=</span> <span class="st">"1h"</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">#&gt;                       long  short ls_ratio</span></span>
-<span><span class="co">#&gt; 2024-05-31 14:00:00 0.7436 0.2564 2.900156</span></span>
-<span><span class="co">#&gt; 2024-05-31 15:00:00 0.7526 0.2474 3.042037</span></span>
 <span><span class="co">#&gt; 2024-05-31 16:00:00 0.7463 0.2537 2.941663</span></span>
 <span><span class="co">#&gt; 2024-05-31 17:00:00 0.7504 0.2496 3.006410</span></span>
 <span><span class="co">#&gt; 2024-05-31 18:00:00 0.7507 0.2493 3.011231</span></span>
-<span><span class="co">#&gt; 2024-05-31 19:00:00 0.7528 0.2472 3.045307</span></span></code></pre>
+<span><span class="co">#&gt; 2024-05-31 19:00:00 0.7541 0.2459 3.066694</span></span>
+<span><span class="co">#&gt; 2024-05-31 20:00:00 0.7443 0.2557 2.910833</span></span>
+<span><span class="co">#&gt; 2024-05-31 21:00:00 0.7463 0.2537 2.941663</span></span></code></pre>
 <p>The <code>ticker</code> specific to the perpetual futures market can
 be extracted using the <code>available_tickers</code> with
 <code>futures = TRUE</code> as follows,</p>
@@ -254,7 +254,7 @@ <h2 id="charting-cryptocurrency-market-data">Charting cryptocurrency market data
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 <div class="plotly html-widget html-fill-item" id="htmlwidget-ac96cb3ee4656e2e9ec3" style="width:100%;height:680px;"></div>
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 <h3 id="adding-indicators">Adding indicators<a class="anchor" aria-label="anchor" href="#adding-indicators"></a>
 </h3>
 <p>The <code>cryptoQuotes</code>-package also acts as an API-client to
@@ -284,7 +284,7 @@ <h3 id="adding-indicators">Adding indicators<a class="anchor" aria-label="anchor
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
diff --git a/articles/custom_indicators.html b/articles/custom_indicators.html
index 3e1774b..9836a1e 100644
--- a/articles/custom_indicators.html
+++ b/articles/custom_indicators.html
@@ -137,7 +137,7 @@ <h2 id="charting-indicators">Charting indicators<a class="anchor" aria-label="an
 <span>  <span class="op">)</span> </span>
 <span><span class="op">)</span></span></code></pre></div>
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 <h3 id="the-anatomy-of-indicators">The anatomy of indicators<a class="anchor" aria-label="anchor" href="#the-anatomy-of-indicators"></a>
 </h3>
 <p>Each indicator is either a <em>main chart</em>- or
@@ -178,7 +178,7 @@ <h3 id="the-anatomy-of-indicators">The anatomy of indicators<a class="anchor" ar
 <span><span class="co">#&gt;         invisible(plot)</span></span>
 <span><span class="co">#&gt;     }, class = c("indicator", "plotly", "htmlwidget"))</span></span>
 <span><span class="co">#&gt; }</span></span>
-<span><span class="co">#&gt; &lt;bytecode: 0x55e66ac87948&gt;</span></span>
+<span><span class="co">#&gt; &lt;bytecode: 0x56473cd47df0&gt;</span></span>
 <span><span class="co">#&gt; &lt;environment: namespace:cryptoQuotes&gt;</span></span></code></pre>
 </details><details><summary>
 Subchart indicator (MACD)
@@ -211,7 +211,7 @@ <h3 id="the-anatomy-of-indicators">The anatomy of indicators<a class="anchor" ar
 <span><span class="co">#&gt;         p</span></span>
 <span><span class="co">#&gt;     }, class = c("subchart", "plotly", "htmlwidget"))</span></span>
 <span><span class="co">#&gt; }</span></span>
-<span><span class="co">#&gt; &lt;bytecode: 0x55e66e800b30&gt;</span></span>
+<span><span class="co">#&gt; &lt;bytecode: 0x5647408c4508&gt;</span></span>
 <span><span class="co">#&gt; &lt;environment: namespace:cryptoQuotes&gt;</span></span></code></pre>
 </details><p>Common for both indicator <code>classes</code> is that they are
 wrapped in <code>structure</code>, with
@@ -432,7 +432,7 @@ <h2 id="donchian-channels-example">Donchian Channels (Example)<a class="anchor"
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 <div class="section level2">
 <h2 id="commodity-channel-index-example">Commodity Channel Index (Example)<a class="anchor" aria-label="anchor" href="#commodity-channel-index-example"></a>
@@ -568,7 +568,7 @@ <h2 id="commodity-channel-index-example">Commodity Channel Index (Example)<a cla
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
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 </div>
 <div class="section level2">
 <h2 id="summary">Summary<a class="anchor" aria-label="anchor" href="#summary"></a>
diff --git a/articles/usecase.html b/articles/usecase.html
index 4330122..6ce9eec 100644
--- a/articles/usecase.html
+++ b/articles/usecase.html
@@ -191,7 +191,7 @@ <h3 id="charting-price-action-with-candlesticks">Charting price action with cand
 <span><span class="co">#&gt; Warning in call_stack == calling_function: longer object length is not a</span></span>
 <span><span class="co">#&gt; multiple of shorter object length</span></span></code></pre>
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 <div class="section level3">
 <h3 id="charting-price-action-with-event-lines">Charting price action with event lines<a class="anchor" aria-label="anchor" href="#charting-price-action-with-event-lines"></a>
@@ -247,7 +247,7 @@ <h3 id="charting-price-action-with-event-lines">Charting price action with event
 <span><span class="co">#&gt; Warning in call_stack == calling_function: longer object length is not a</span></span>
 <span><span class="co">#&gt; multiple of shorter object length</span></span></code></pre>
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   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
diff --git a/pkgdown.yml b/pkgdown.yml
index 932f00a..df67cb3 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -10,7 +10,7 @@ articles:
   cryptoQuotes: cryptoQuotes.html
   custom_indicators: custom_indicators.html
   usecase: usecase.html
-last_built: 2024-05-31T19:36Z
+last_built: 2024-05-31T21:12Z
 urls:
   reference: https://serkor1.github.io/cryptoQuotes/reference
   article: https://serkor1.github.io/cryptoQuotes/articles
diff --git a/reference/ATOM.html b/reference/ATOM.html
index c272915..38eb630 100644
--- a/reference/ATOM.html
+++ b/reference/ATOM.html
@@ -115,7 +115,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  sub <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="volume.html">volume</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/reference/BTC.html b/reference/BTC.html
index dd90ca2..a9284d9 100644
--- a/reference/BTC.html
+++ b/reference/BTC.html
@@ -115,7 +115,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  sub <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="volume.html">volume</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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   </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/reference/DOGE.html b/reference/DOGE.html
index bb1605a..6a51e07 100644
--- a/reference/DOGE.html
+++ b/reference/DOGE.html
@@ -115,7 +115,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  sub <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="volume.html">volume</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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diff --git a/reference/add_event.html b/reference/add_event.html
index 0bf33e0..777ad89 100644
--- a/reference/add_event.html
+++ b/reference/add_event.html
@@ -235,7 +235,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/alma.html b/reference/alma.html
index fae060b..6a93651 100644
--- a/reference/alma.html
+++ b/reference/alma.html
@@ -183,7 +183,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/bollinger_bands.html b/reference/bollinger_bands.html
index cee5ebd..47df3d6 100644
--- a/reference/bollinger_bands.html
+++ b/reference/bollinger_bands.html
@@ -172,7 +172,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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diff --git a/reference/chart.html b/reference/chart.html
index 045abaf..b01787e 100644
--- a/reference/chart.html
+++ b/reference/chart.html
@@ -228,7 +228,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/dema.html b/reference/dema.html
index 5c2f2ed..b21c9ee 100644
--- a/reference/dema.html
+++ b/reference/dema.html
@@ -190,7 +190,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/donchian_channel.html b/reference/donchian_channel.html
index 74f6e36..b5fa071 100644
--- a/reference/donchian_channel.html
+++ b/reference/donchian_channel.html
@@ -171,7 +171,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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diff --git a/reference/ema.html b/reference/ema.html
index a97158e..d3f1c58 100644
--- a/reference/ema.html
+++ b/reference/ema.html
@@ -185,7 +185,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
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diff --git a/reference/evwma.html b/reference/evwma.html
index 2dc1b38..d48b754 100644
--- a/reference/evwma.html
+++ b/reference/evwma.html
@@ -173,7 +173,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/hma.html b/reference/hma.html
index c7241ba..ed8ce81 100644
--- a/reference/hma.html
+++ b/reference/hma.html
@@ -173,7 +173,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/kline.html b/reference/kline.html
index f55ea73..92b5099 100644
--- a/reference/kline.html
+++ b/reference/kline.html
@@ -120,7 +120,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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diff --git a/reference/macd.html b/reference/macd.html
index ffa637e..14bf7d9 100644
--- a/reference/macd.html
+++ b/reference/macd.html
@@ -194,7 +194,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
 </code></pre></div>
     </div>
diff --git a/reference/ohlc.html b/reference/ohlc.html
index 85543d6..c05e18a 100644
--- a/reference/ohlc.html
+++ b/reference/ohlc.html
@@ -120,7 +120,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-in"><span>  <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
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diff --git a/reference/pline.html b/reference/pline.html
index 84a232c..26f4394 100644
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+++ b/reference/pline.html
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diff --git a/reference/rsi.html b/reference/rsi.html
index 00bc3cb..0b8ea62 100644
--- a/reference/rsi.html
+++ b/reference/rsi.html
@@ -199,7 +199,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
 </code></pre></div>
     </div>
diff --git a/reference/sma.html b/reference/sma.html
index 2309cea..2615099 100644
--- a/reference/sma.html
+++ b/reference/sma.html
@@ -173,7 +173,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
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diff --git a/reference/smi.html b/reference/smi.html
index 2e5dfc3..9a0490a 100644
--- a/reference/smi.html
+++ b/reference/smi.html
@@ -219,7 +219,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
 </code></pre></div>
     </div>
diff --git a/reference/volume.html b/reference/volume.html
index dd52c9c..752a633 100644
--- a/reference/volume.html
+++ b/reference/volume.html
@@ -155,7 +155,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/vwap.html b/reference/vwap.html
index c461d29..8bef5b1 100644
--- a/reference/vwap.html
+++ b/reference/vwap.html
@@ -179,7 +179,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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 <span class="r-in"><span><span class="co"># script end;</span></span></span>
 </code></pre></div>
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diff --git a/reference/wma.html b/reference/wma.html
index 3e3530b..41eb679 100644
--- a/reference/wma.html
+++ b/reference/wma.html
@@ -179,7 +179,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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diff --git a/reference/zlema.html b/reference/zlema.html
index ba84b3b..5bf94ab 100644
--- a/reference/zlema.html
+++ b/reference/zlema.html
@@ -179,7 +179,7 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>longer object length is not a multiple of shorter object length</span>
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class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># script end;</span></span></span>
 </code></pre></div>
     </div>
diff --git a/search.json b/search.json
index 15fe919..f4be4ef 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
-[{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement serkor1@duck.com. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":null,"dir":"","previous_headings":"","what":"Contributing to cryptoQuotes","title":"Contributing to cryptoQuotes","text":"outlines propose change cryptoQuotes. detailed discussion contributing tidyverse packages, please see development contributing guide code review principles.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"fixing-typos","dir":"","previous_headings":"","what":"Fixing typos","title":"Contributing to cryptoQuotes","text":"can fix typos, spelling mistakes, grammatical errors documentation directly using GitHub web interface, long changes made source file. generally means ’ll need edit roxygen2 comments .R, .Rd file. can find .R file generates .Rd reading comment first line.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"bigger-changes","dir":"","previous_headings":"","what":"Bigger changes","title":"Contributing to cryptoQuotes","text":"want make bigger change, ’s good idea first file issue make sure someone team agrees ’s needed. ’ve found bug, please file issue illustrates bug minimal reprex (also help write unit test, needed). See guide create great issue advice.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"pull-request-process","dir":"","previous_headings":"Bigger changes","what":"Pull request process","title":"Contributing to cryptoQuotes","text":"Fork package clone onto computer. haven’t done , recommend using usethis::create_from_github(\"serkor1/cryptoQuotes\", fork = TRUE). Install development dependencies devtools::install_dev_deps(), make sure package passes R CMD check running devtools::check(). R CMD check doesn’t pass cleanly, ’s good idea ask help continuing. Create Git branch pull request (PR). recommend using usethis::pr_init(\"brief-description--change\"). Make changes, commit git, create PR running usethis::pr_push(), following prompts browser. title PR briefly describe change. body PR contain Fixes #issue-number. user-facing changes, add bullet top NEWS.md (.e. just first header). Follow style described https://style.tidyverse.org/news.html.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"code-style","dir":"","previous_headings":"Bigger changes","what":"Code style","title":"Contributing to cryptoQuotes","text":"New code follow tidyverse style guide. can use styler package apply styles, please don’t restyle code nothing PR. use roxygen2, Markdown syntax, documentation. use testthat unit tests. Contributions test cases included easier accept.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Contributing to cryptoQuotes","text":"Please note cryptoQuotes project released Contributor Code Conduct. contributing project agree abide terms.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU General Public License","title":"GNU General Public License","text":"Version 2, June 1991Copyright © 1989, 1991 Free Software Foundation, Inc.,51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU General Public License","text":"licenses software designed take away freedom share change . contrast, GNU General Public License intended guarantee freedom share change free software–make sure software free users. General Public License applies Free Software Foundation’s software program whose authors commit using . (Free Software Foundation software covered GNU Lesser General Public License instead.) can apply programs, . speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge service wish), receive source code can get want , can change software use pieces new free programs; know can things. protect rights, need make restrictions forbid anyone deny rights ask surrender rights. restrictions translate certain responsibilities distribute copies software, modify . example, distribute copies program, whether gratis fee, must give recipients rights . must make sure , , receive can get source code. must show terms know rights. protect rights two steps: (1) copyright software, (2) offer license gives legal permission copy, distribute /modify software. Also, author’s protection , want make certain everyone understands warranty free software. software modified someone else passed , want recipients know original, problems introduced others reflect original authors’ reputations. Finally, free program threatened constantly software patents. wish avoid danger redistributors free program individually obtain patent licenses, effect making program proprietary. prevent , made clear patent must licensed everyone’s free use licensed . precise terms conditions copying, distribution modification follow.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"terms-and-conditions-for-copying-distribution-and-modification","dir":"","previous_headings":"","what":"TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION","title":"GNU General Public License","text":"0. License applies program work contains notice placed copyright holder saying may distributed terms General Public License. “Program”, , refers program work, “work based Program” means either Program derivative work copyright law: say, work containing Program portion , either verbatim modifications /translated another language. (Hereinafter, translation included without limitation term “modification”.) licensee addressed “”. Activities copying, distribution modification covered License; outside scope. act running Program restricted, output Program covered contents constitute work based Program (independent made running Program). Whether true depends Program . 1. may copy distribute verbatim copies Program’s source code receive , medium, provided conspicuously appropriately publish copy appropriate copyright notice disclaimer warranty; keep intact notices refer License absence warranty; give recipients Program copy License along Program. may charge fee physical act transferring copy, may option offer warranty protection exchange fee. 2. may modify copy copies Program portion , thus forming work based Program, copy distribute modifications work terms Section 1 , provided also meet conditions: ) must cause modified files carry prominent notices stating changed files date change. b) must cause work distribute publish, whole part contains derived Program part thereof, licensed whole charge third parties terms License. c) modified program normally reads commands interactively run, must cause , started running interactive use ordinary way, print display announcement including appropriate copyright notice notice warranty (else, saying provide warranty) users may redistribute program conditions, telling user view copy License. (Exception: Program interactive normally print announcement, work based Program required print announcement.) requirements apply modified work whole. identifiable sections work derived Program, can reasonably considered independent separate works , License, terms, apply sections distribute separate works. distribute sections part whole work based Program, distribution whole must terms License, whose permissions licensees extend entire whole, thus every part regardless wrote . Thus, intent section claim rights contest rights work written entirely ; rather, intent exercise right control distribution derivative collective works based Program. addition, mere aggregation another work based Program Program (work based Program) volume storage distribution medium bring work scope License. 3. may copy distribute Program (work based , Section 2) object code executable form terms Sections 1 2 provided also one following: ) Accompany complete corresponding machine-readable source code, must distributed terms Sections 1 2 medium customarily used software interchange; , b) Accompany written offer, valid least three years, give third party, charge cost physically performing source distribution, complete machine-readable copy corresponding source code, distributed terms Sections 1 2 medium customarily used software interchange; , c) Accompany information received offer distribute corresponding source code. (alternative allowed noncommercial distribution received program object code executable form offer, accord Subsection b .) source code work means preferred form work making modifications . executable work, complete source code means source code modules contains, plus associated interface definition files, plus scripts used control compilation installation executable. However, special exception, source code distributed need include anything normally distributed (either source binary form) major components (compiler, kernel, ) operating system executable runs, unless component accompanies executable. distribution executable object code made offering access copy designated place, offering equivalent access copy source code place counts distribution source code, even though third parties compelled copy source along object code. 4. may copy, modify, sublicense, distribute Program except expressly provided License. attempt otherwise copy, modify, sublicense distribute Program void, automatically terminate rights License. However, parties received copies, rights, License licenses terminated long parties remain full compliance. 5. required accept License, since signed . However, nothing else grants permission modify distribute Program derivative works. actions prohibited law accept License. Therefore, modifying distributing Program (work based Program), indicate acceptance License , terms conditions copying, distributing modifying Program works based . 6. time redistribute Program (work based Program), recipient automatically receives license original licensor copy, distribute modify Program subject terms conditions. may impose restrictions recipients’ exercise rights granted herein. responsible enforcing compliance third parties License. 7. , consequence court judgment allegation patent infringement reason (limited patent issues), conditions imposed (whether court order, agreement otherwise) contradict conditions License, excuse conditions License. distribute satisfy simultaneously obligations License pertinent obligations, consequence may distribute Program . example, patent license permit royalty-free redistribution Program receive copies directly indirectly , way satisfy License refrain entirely distribution Program. portion section held invalid unenforceable particular circumstance, balance section intended apply section whole intended apply circumstances. purpose section induce infringe patents property right claims contest validity claims; section sole purpose protecting integrity free software distribution system, implemented public license practices. Many people made generous contributions wide range software distributed system reliance consistent application system; author/donor decide willing distribute software system licensee impose choice. section intended make thoroughly clear believed consequence rest License. 8. distribution /use Program restricted certain countries either patents copyrighted interfaces, original copyright holder places Program License may add explicit geographical distribution limitation excluding countries, distribution permitted among countries thus excluded. case, License incorporates limitation written body License. 9. Free Software Foundation may publish revised /new versions General Public License time time. new versions similar spirit present version, may differ detail address new problems concerns. version given distinguishing version number. Program specifies version number License applies “later version”, option following terms conditions either version later version published Free Software Foundation. Program specify version number License, may choose version ever published Free Software Foundation. 10. wish incorporate parts Program free programs whose distribution conditions different, write author ask permission. software copyrighted Free Software Foundation, write Free Software Foundation; sometimes make exceptions . decision guided two goals preserving free status derivatives free software promoting sharing reuse software generally.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"no-warranty","dir":"","previous_headings":"","what":"NO WARRANTY","title":"GNU General Public License","text":"11. PROGRAM LICENSED FREE CHARGE, WARRANTY PROGRAM, EXTENT PERMITTED APPLICABLE LAW. EXCEPT OTHERWISE STATED WRITING COPYRIGHT HOLDERS /PARTIES PROVIDE PROGRAM “” WITHOUT WARRANTY KIND, EITHER EXPRESSED IMPLIED, INCLUDING, LIMITED , IMPLIED WARRANTIES MERCHANTABILITY FITNESS PARTICULAR PURPOSE. ENTIRE RISK QUALITY PERFORMANCE PROGRAM . PROGRAM PROVE DEFECTIVE, ASSUME COST NECESSARY SERVICING, REPAIR CORRECTION. 12. EVENT UNLESS REQUIRED APPLICABLE LAW AGREED WRITING COPYRIGHT HOLDER, PARTY MAY MODIFY /REDISTRIBUTE PROGRAM PERMITTED , LIABLE DAMAGES, INCLUDING GENERAL, SPECIAL, INCIDENTAL CONSEQUENTIAL DAMAGES ARISING USE INABILITY USE PROGRAM (INCLUDING LIMITED LOSS DATA DATA RENDERED INACCURATE LOSSES SUSTAINED THIRD PARTIES FAILURE PROGRAM OPERATE PROGRAMS), EVEN HOLDER PARTY ADVISED POSSIBILITY DAMAGES. END TERMS CONDITIONS","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively convey exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. program interactive, make output short notice like starts interactive mode: hypothetical commands show w show c show appropriate parts General Public License. course, commands use may called something show w show c; even mouse-clicks menu items–whatever suits program. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. sample; alter names: General Public License permit incorporating program proprietary programs. program subroutine library, may consider useful permit linking proprietary applications library. want , use GNU Lesser General Public License instead License.","code":"cryptoQuotes provides an unified access to major cryptocurrency exchanges using a single library.  Copyright (C) 2023  Serkan Korkmaz  This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.  This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for more details.  You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. Gnomovision version 69, Copyright (C) year name of author Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details. Yoyodyne, Inc., hereby disclaims all copyright interest in the program `Gnomovision' (which makes passes at compilers) written by James Hacker.  <signature of Ty Coon>, 1 April 1989 Ty Coon, President of Vice"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"cryptocurrency-market-data","dir":"Articles","previous_headings":"","what":"Cryptocurrency market data","title":"Cryptocurrency Market Data in R","text":"section focus market data last 24 hours, hourly chart.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"ohlc-data","dir":"Articles","previous_headings":"Cryptocurrency market data","what":"OHLC data","title":"Cryptocurrency Market Data in R","text":"get OHLC data get_quote()-function go-function, Hourly Bitcoin OHLC-V data","code":"## Get the ## SPOT price of  ## Bitcoin on the hourly BTC <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   futures  = FALSE,   interval = \"1h\",   from     = Sys.Date() - 1 )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"sentiment-data","dir":"Articles","previous_headings":"Cryptocurrency market data","what":"Sentiment data","title":"Cryptocurrency Market Data in R","text":"One sentiment indicator Bitcoin long-short ratio, can retrieved using get_lsratio()-function, Hourly Long-Short Ratio Bitcoin","code":"## Get the ## long-short ratio of  ## Bitcoin on the hourly LS_BTC <- get_lsratio(   ticker   = \"PF_XBTUSD\",   source   = \"kraken\",   interval = \"1h\",   from     = Sys.Date() - 1 )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"limitations","dir":"Articles","previous_headings":"","what":"Limitations","title":"Cryptocurrency Market Data in R","text":"limit amount market data can extracted one call. Kraken exchange, example, limit 5000 rows data per call futures market, need data , need multiple calls. One solution following, Note: indepth analysis various limitations workarounds please see cryptoQuotes wiki Github","code":"## Get the SPOT ## market for over  ## 2000 rows tryCatch(   get_quote(     ticker   = \"PF_XBTUSD\",     source   = \"kraken\",     futures  = TRUE,     interval = \"5m\",     from     = Sys.Date() - 25,     to       = Sys.Date()   ),   error = function(error) {          error        } ) #> <error/rlang_error> #> Error in `base::tryCatch()`: #> ✖ Time period too large, too many bars (7200), maximum is 5000! #> --- #> Backtrace: #>      ▆ #>   1. ├─base::tryCatch(...) #>   2. │ └─base (local) tryCatchList(expr, classes, parentenv, handlers) #>   3. │   └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]]) #>   4. │     └─base (local) doTryCatch(return(expr), name, parentenv, handler) #>   5. └─cryptoQuotes::get_quote(...) #>   6.   └─cryptoQuotes:::fetch(...) #>   7.     ├─cryptoQuotes:::flatten(...) #>   8.     └─cryptoQuotes:::GET(...) #>   9.       └─base::tryCatch(...) #>  10.         └─base (local) tryCatchList(expr, classes, parentenv, handlers) #>  11.           └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]]) #>  12.             └─value[[3L]](cond) ## 1) create date ## sequence dates <- seq(   from       = as.POSIXct(Sys.Date()),   by         = \"-5 mins\",   length.out = 10000 )  ## 2) split the sequence ## in multiples of 100 ## by assigning numbers ## to each indices of 100 idx <- rep(   x    = 1:2,   each = 5000 )  ## 3) use the idx to split ## the dates into equal parts split_dates <- split(   x = dates,   f = idx )  ## 4) collect all all ## calls in a list ## using lapply ohlc <- lapply(   X   = split_dates,   FUN = function(dates){          Sys.sleep(1)          cryptoQuotes::get_quote(       ticker   = \"PF_XBTUSD\",       source   = \"kraken\",       futures  = TRUE,       interval = \"5m\",       from     = min(dates),       to       = max(dates)     )        } )  ## 4.1) rbind all ## elements nrow(   ohlc <- do.call(     what = rbind,     args = ohlc   ) ) #> [1] 10000"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"price-charts","dir":"Articles","previous_headings":"","what":"Price charts","title":"Interactive Cryptocurrency Charts in R","text":"two main price charts. Japanese candlestick chart, kline(), basic OHLC chart, ohlc(), charts. chart wrapped chart()-function. charts comes volume bollinger bands default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"candlestick-charts","dir":"Articles","previous_headings":"Price charts","what":"Candlestick charts","title":"Interactive Cryptocurrency Charts in R","text":"","code":"## chart BTC ## with candlesticks chart(   ticker = BTC,   main   = kline() )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"ohlc-charts","dir":"Articles","previous_headings":"Price charts","what":"OHLC charts","title":"Interactive Cryptocurrency Charts in R","text":"chart()-function comes various options color deficiency themes. Use ?chart details.","code":"## chart BTC ## with candlesticks chart(   ticker = BTC,   main   = ohlc() )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"charting-indicators","dir":"Articles","previous_headings":"","what":"Charting indicators","title":"Interactive Cryptocurrency Charts in R","text":"charts supports various indicators RSI, MACD MA. can passed respective arguments follows,","code":"## chart BTC ## with candlesticks ## and various indicators chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     rsi(),     macd()   ),   indicator = list(     sma(n = 7),     sma(n = 21),     bollinger_bands()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"charting-events","dir":"Articles","previous_headings":"","what":"Charting events","title":"Interactive Cryptocurrency Charts in R","text":"charts supports passing event_data, type data.frame, can plotted chart. example plotting crossing MA, Based cross indicator, BTC pair can now subset, processed accordingly. Finally, crosses can plotted using chart() addEvents() functions, like ,","code":"## Calculate moving averages ## SMA(7) and SMA(10) BTC$short_SMA <- TTR::SMA(   x = BTC$close,   n = 7 )  BTC$long_SMA <- TTR::SMA(   x = BTC$close,   n = 21 )  ## Determine the cross ## from below BTC$cross <- as.numeric(   lag(BTC$short_SMA) < BTC$long_SMA &     BTC$short_SMA > BTC$long_SMA  ) ## create event data ## and store it as a data.rfrae event_data <- subset(   BTC,   cross == 1 )  # 1.1) Extract the index # from the event data index <- zoo::index(   event_data )  # 1.2) Convert the coredata # into a data.frame event_data <- as.data.frame(   zoo::coredata(event_data) )  # 1.3) Add the index into the data.frame # case insensitive event_data$index <- index  # 1.4) add events to the data. # here we use Buys and Sells. event_data$event <- 'Bull Cross' event_data$color <- 'darkgray' ## add the events ## the chart, along ## with Moving averages ## and the Bollinger Bands ## in a candlestick chart chart(   ticker    = BTC,   main      = kline(),   indicator = list(     bollinger_bands(),     sma(n = 7),     sma(n = 21)   ),   event_data = event_data )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"limitations","dir":"Articles","previous_headings":"","what":"Limitations","title":"Interactive Cryptocurrency Charts in R","text":"charting functions still experimental-phase per version 1.3.0, might therefore include various bugs sizes.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"ohlc-local","dir":"Articles","previous_headings":"Different time zones","what":"OHLC (Local)","title":"Time Zones","text":"passed valid date-type characters, sys.time() .POSIXct() without specifying TZ returned xts::index() ‘’,","code":"## Get hourly ## BTC between ## 20.00 and 22.00 from ## yesterday BTC_local <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   interval = \"1h\",   futures  = FALSE,   from     = paste(Sys.Date()-1, \"20:00:00\"),   to       = paste(Sys.Date()-1, \"22:00:00\") )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"ohlc-utc","dir":"Articles","previous_headings":"Different time zones","what":"OHLC (UTC)","title":"Time Zones","text":"passed .POSIXct() specifying TZ returned xts::index() internally converted,","code":"## Get hourly ## BTC between ## 20.00 and 22.00 from ## yesterday BTC_utc <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   interval = \"1h\",   futures  = FALSE,   from     = as.POSIXct(paste(Sys.Date()-1, \"20:00:00\"), tz = \"UTC\"),   to       = as.POSIXct(paste(Sys.Date()-1, \"22:00:00\"), tz = \"UTC\") )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"difference","dir":"Articles","previous_headings":"Different time zones","what":"Difference","title":"Time Zones","text":"case returned index , alongside OHLC-V data, different, Time zone comparsion","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"changing-the-time-zones","dir":"Articles","previous_headings":"","what":"Changing the time zones","title":"Time Zones","text":"time zones can converted using xts::tzone()-function. example converting BTC UTC, Time zone comparsion converted time zones now match original argument-input BTC_utc.","code":"## 1) Change time ## zone to UTC ##  ## Store BTC_utc in ## a new variable to avoid ## replacing it. Not necessary in the  ## real world - its just for  ## demonstrations BTC_tzone <- BTC_utc  xts::tzone(BTC_tzone) <- \"UTC\""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"converting-xts-and-zoo-to-tibble","dir":"Articles","previous_headings":"","what":"Converting xts and zoo to tibble","title":"Converting XTS and ZOO objects","text":"Converting tibble requires steps achieve data structure xts,","code":"# 1) load pipe library(magrittr)  # 2) convert to tibble # using as_tibble tbl <- tibble::as_tibble(   x = cbind(     index = zoo::index(ATOM),     zoo::coredata(ATOM)   ) ) %>% dplyr::mutate(   index = lubridate::as_datetime(     index   ) )  # 3) head data head(tbl, 3) #> # A tibble: 3 × 6 #>   index                open  high   low close volume #>   <dttm>              <dbl> <dbl> <dbl> <dbl>  <dbl> #> 1 2023-12-29 23:00:00  10.9  10.9  10.9  10.9  3260. #> 2 2023-12-29 23:15:00  10.9  11.0  10.9  11.0  1863. #> 3 2023-12-29 23:30:00  11.0  11.0  10.9  11.0  1861."},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"converting-xts-and-zoo-to-data-table","dir":"Articles","previous_headings":"","what":"Converting xts and zoo to data.table","title":"Converting XTS and ZOO objects","text":"Converting data.table straightforward .data.table() handles everything hood,","code":"# 1) convert to data.table # using as.data.table DT <- data.table::as.data.table(   ATOM )   # 2) head data head(DT, 3) #>                  index    open    high     low   close   volume #>                 <POSc>   <num>   <num>   <num>   <num>    <num> #> 1: 2023-12-30 00:00:00 10.8778 10.9133 10.8775 10.9089 3259.760 #> 2: 2023-12-30 00:15:00 10.9089 10.9530 10.9008 10.9512 1862.697 #> 3: 2023-12-30 00:30:00 10.9512 10.9884 10.9373 10.9832 1861.493"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"checking-date-integrity","dir":"Articles","previous_headings":"Checking data integrity","what":"Checking date integrity","title":"Converting XTS and ZOO objects","text":"important date.time converted different timezone process, without explicitly coding ,","code":"# 1) store date.time objects time_objects <- list(   tbl = tbl$Index,   DT  = DT$Index ) #> Warning: Unknown or uninitialised column: `Index`. # 2) check if they are all equal all(   vapply(     X   = time_objects,     FUN = function(x) {              setequal(         x = x,         y = zoo::index(ATOM)         )            },     FUN.VALUE = logical(1)   ) ) #> [1] FALSE"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"checking-ohlcv-values","dir":"Articles","previous_headings":"Checking data integrity","what":"Checking OHLCV values","title":"Converting XTS and ZOO objects","text":"goes without saying R-functions wouldn’t tamper order data conversion without warning documentation, nonetheless sake argument, check OHLCV values,","code":"# 1) store price objects # Open price here open_price <- list(   tbl = tbl$Open,   DT  = DT$Open ) #> Warning: Unknown or uninitialised column: `Open`. # 2) check if they are all equal all(   vapply(     X   = open_price,     FUN = function(x) {              setequal(         x = x,         y = ATOM$Open         )            },     FUN.VALUE = logical(1)   ) ) #> [1] TRUE"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"why-even-convert","dir":"Articles","previous_headings":"","what":"Why even convert?","title":"Converting XTS and ZOO objects","text":"Even though numerical operations xts-objects lightning fast (12% faster data.table), comes cost; doesn’t support factors characters. Converting xts-object simple trivial process, simplifies grouped operations verbose manner.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"cryptocurrency-and-quantmod","dir":"Articles","previous_headings":"","what":"Cryptocurrency and quantmod","title":"Cryptocurrency Market Data with quantmod and TTR","text":"BTC can passed charting functions, used quantmod::tradeModel()-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"building-cryptocurrency-trade-models","dir":"Articles","previous_headings":"Cryptocurrency and quantmod","what":"Building Cryptocurrency Trade Models","title":"Cryptocurrency Market Data with quantmod and TTR","text":"example use quantmod::tradeModel BTC,","code":"## 1) specify ## the model lhs <- quantmod::Next(quantmod::OpCl(BTC)) rhs <- quantmod::Lag(quantmod::OpHi(BTC),0:3)  BTC_model <- quantmod::specifyModel(   formula = lhs ~ rhs )  ## 2) build the ## model built_model <-  quantmod::buildModel(   x            = BTC_model,   method       = 'lm',   training.per = range(head(zoo::index(BTC), 10)) )  ## 3) trade the model quantmod::tradeModel(built_model, leverage = 2) #>  #>   Model:  lm1717184203.27163  #>  #>   C.A.G.R.:  68.21%  H.P.R.:  33.50%  #>  #>   Returns by period summary: #>  #>              weekly monthly quarterly yearly #>     Max.     25.77%  48.73%    31.94% 57.65% #>     3rd Qu.   6.62%  46.96%    28.82% 57.65% #>     Mean      2.77%  13.19%    25.71% 57.65% #>     Median   -1.69%   1.88%    25.71% 57.65% #>     2rd Qu.  -4.94% -12.93%    22.60% 57.65% #>     Min.    -14.61% -18.69%    19.49% 57.65% #>  #>   Period to date returns: #>  #>              weekly monthly quarterly yearly #>              -2.91%  46.96%    19.49% 57.65%"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"charting-cryptocurrency-with-quantmod","dir":"Articles","previous_headings":"Cryptocurrency and quantmod","what":"Charting Cryptocurrency with quantmod","title":"Cryptocurrency Market Data with quantmod and TTR","text":"","code":"## chart the ## BTC with candlesticks ## and Bollinger BAnds quantmod::chartSeries(   x    = BTC,   type = \"candlesticks\",   TA   = c(     quantmod::addBBands()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"cryptocurrency-and-ttr","dir":"Articles","previous_headings":"","what":"Cryptocurrency and TTR","title":"Cryptocurrency Market Data with quantmod and TTR","text":"example use BBands()-function TTR-package, Bitcoin Bollinger Bands using TTR","code":"# 1) calculate # Bollinger Bands indicator <- TTR::BBands(   quantmod::HLC(BTC) )  # 2) add to the  # cryptocurrency quote BTC <- cbind(   BTC,    indicator )"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"open-high-low-close-an-volume","dir":"Articles","previous_headings":"Cryptocurrency market data in R","what":"Open, High, Low, Close an Volume","title":"Introduction: Cryptocurrency Market Data in R","text":"extract Bitcoin market data hourly intervals, store BTC, market data can extracted different intervals using interval-argument. see available intervals, available_intervals()-function can used,","code":"## extract Bitcoin ## market on the hourly  ## chart BTC <- get_quote(   ticker   = \"XBTUSDT\",   source   = \"kraken\",   futures  = FALSE,    interval = \"1h\" ) #>                        open    high     low   close    volume #> 2024-05-31 14:00:00 68062.2 68062.2 67281.4 67448.0 18.738182 #> 2024-05-31 15:00:00 67483.0 67506.0 67261.6 67261.6  9.119218 #> 2024-05-31 16:00:00 67255.7 67255.7 66692.3 67188.8 26.041747 #> 2024-05-31 17:00:00 67176.7 67449.1 67165.7 67344.1  4.485146 #> 2024-05-31 18:00:00 67360.1 67431.0 67200.0 67411.7  3.443449 #> 2024-05-31 19:00:00 67406.1 67598.2 67361.9 67585.1  3.173481 ## get available ## intervals for OHLC ## on Kraken available_intervals(   source  = \"kraken\",   type    = \"ohlc\",   futures = FALSE ) #> ℹ Available Intervals at \"kraken\" (spot): #> ✔ 1m, 5m, 15m, 30m, 1h, 4h, 1d, 1w, 2w"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"sentiment-data","dir":"Articles","previous_headings":"Cryptocurrency market data in R","what":"Sentiment Data","title":"Introduction: Cryptocurrency Market Data in R","text":"put Bitcoin price action perspective, interesting sentiment indicator like long short ratio can extracted, gives error. source error ticker-naming convention; long short ratio specific perpetual futures market, current ticker specific spot-market, endpoint throws error. circumvent , can either use perpetual futures throughout script, modify ticker-argument follows, ticker specific perpetual futures market can extracted using available_tickers futures = TRUE follows,","code":"## extract long-short ## ratio on Bitcoin ## using the hourly chart LS_BTC <- try(    get_lsratio(     ticker   = \"XBTUSDT\",     source   = \"kraken\",     interval = \"1h\"   ) ) #> Error in (function (..., row.names = NULL, check.rows = FALSE, check.names = TRUE,  :  #>   arguments imply differing number of rows: 0, 1 ## extract long-short ## ratio on Bitcoin ## using the hourly chart LS_BTC <- get_lsratio(   ticker   = \"PF_XBTUSD\",   source   = \"kraken\",   interval = \"1h\" ) #>                       long  short ls_ratio #> 2024-05-31 14:00:00 0.7436 0.2564 2.900156 #> 2024-05-31 15:00:00 0.7526 0.2474 3.042037 #> 2024-05-31 16:00:00 0.7463 0.2537 2.941663 #> 2024-05-31 17:00:00 0.7504 0.2496 3.006410 #> 2024-05-31 18:00:00 0.7507 0.2493 3.011231 #> 2024-05-31 19:00:00 0.7528 0.2472 3.045307 # show a sample of  # the available tickers sample(   x = available_tickers(     source  = \"kraken\",     futures = TRUE   ),   size = 5 ) #> [1] \"PF_KAVAUSD\"       \"PF_LTCUSD\"        \"PF_BATUSD\"        \"PF_TRUUSD\"        #> [5] \"FF_XBTUSD_240628\""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"charting-cryptocurrency-market-data","dir":"Articles","previous_headings":"","what":"Charting cryptocurrency market data","title":"Introduction: Cryptocurrency Market Data in R","text":"Bitcoin market data can charted using chart()-function, uses plotly backend,","code":"# candlestick chart with # volume and Long to Short Ratio chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     lsr(ratio = LS_BTC)   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"adding-indicators","dir":"Articles","previous_headings":"Charting cryptocurrency market data","what":"Adding indicators","title":"Introduction: Cryptocurrency Market Data in R","text":"cryptoQuotes-package also acts API-client TTR-package, supports functions. can add Moving Average indicators, bollinger bands chart using indicator-argument,","code":"# candlestick chart with # volume and Long to Short Ratio chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     lsr(ratio = LS_BTC)   ),   indicator = list(     sma(n = 7),     sma(n = 14),     sma(n = 21),     bollinger_bands(       color = \"steelblue\"     )   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"charting-indicators","dir":"Articles","previous_headings":"","what":"Charting indicators","title":"A Guide on Custom Indicators","text":"chart, indicators macd() bollinger_bands(). indicator created using TTR-package.","code":"chart(   ticker    = BTC,   main      = kline(),   sub       = list(     macd()     ),   indicator = list(     bollinger_bands()   )  )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"the-anatomy-of-indicators","dir":"Articles","previous_headings":"Charting indicators","what":"The anatomy of indicators","title":"A Guide on Custom Indicators","text":"indicator either main chart- subchart-indicator, lets call classes consistency. source code class indicator given , Common indicator classes wrapped structure, class = c(\"plotly\", \"htmlwidget\"), differentiates two classes indicators, addition indicator subchart yourclass-placeholder. indicator logic important correct charting custom indicator. cryptoQuotes-package uses plotly backend charting, class indicator consistent use plotly-functions. specifically; subchart-indicators uses plotly::plot_ly()-functions, main chart indicator uses add_*-functions. creating custom indicators couple additional steps needed covered examples.","code":"#> function (n = 20, sd = 2, maType = \"SMA\", color = \"#4682b4\",  #>     ...)  #> { #>     check_indicator_call() #>     structure(.Data = { #>         args <- list(...) #>         linewidth <- 0.9 #>         data <- indicator(x = args$data, columns = c(\"high\",  #>             \"low\", \"close\"), .f = TTR::BBands, n = n, sd = sd,  #>             maType = maType) #>         layers <- list(list(type = \"add_lines\", params = list(showlegend = FALSE,  #>             legendgroup = \"bb\", name = \"Lower\", inherit = FALSE,  #>             data = data, x = ~index, y = ~dn, line = list(color = color,  #>                 width = linewidth))), list(type = \"add_lines\",  #>             params = list(showlegend = FALSE, legendgroup = \"bb\",  #>                 name = \"Upper\", inherit = FALSE, data = data,  #>                 x = ~index, y = ~up, line = list(color = color,  #>                   width = linewidth))), list(type = \"add_lines\",  #>             params = list(showlegend = FALSE, legendgroup = \"bb\",  #>                 name = paste(maType), inherit = FALSE, data = data,  #>                 x = ~index, y = ~mavg, line = list(color = color,  #>                   dash = \"dot\", width = linewidth)))) #>         plot <- plotly::add_ribbons(showlegend = TRUE, legendgroup = \"bb\",  #>             p = args$plot, inherit = FALSE, x = ~index, ymin = ~dn,  #>             ymax = ~up, data = data, fillcolor = as_rgb(alpha = 0.1,  #>                 hex_color = color), line = list(color = \"transparent\"),  #>             name = paste0(\"BB(\", paste(c(n, sd, maType), collapse = \", \"),  #>                 \")\")) #>         plot <- build(plot = plot, layers = layers) #>         invisible(plot) #>     }, class = c(\"indicator\", \"plotly\", \"htmlwidget\")) #> } #> <bytecode: 0x55e66ac87948> #> <environment: namespace:cryptoQuotes> #> function (nFast = 12, nSlow = 26, nSig = 9, maType = \"SMA\", percent = TRUE,  #>     ...)  #> { #>     check_indicator_call() #>     structure(.Data = { #>         args <- list(...) #>         linewidth <- 0.9 #>         data <- indicator(x = args$data, columns = \"close\", .f = TTR::MACD,  #>             nFast = nFast, nSlow = nSlow, nSig = nSig, maType = maType,  #>             percent = percent) #>         data$direction <- as.logical(data$signal >= data$macd) #>         p <- plotly::plot_ly(data = data, showlegend = FALSE,  #>             name = \"MACD\", x = ~index, y = ~(macd - signal),  #>             color = ~direction, colors = c(args$candle_color$bullish,  #>                 args$candle_color$bearish), type = \"bar\", marker = list(line = list(color = \"black\",  #>                 width = 0.5))) #>         layers <- list(list(type = \"add_lines\", params = list(name = \"MACD: Signal\",  #>             data = data, showlegend = FALSE, x = ~index, y = ~signal,  #>             inherit = FALSE, line = list(width = linewidth))),  #>             list(type = \"add_lines\", params = list(name = \"MACD: MACD\",  #>                 data = data, showlegend = FALSE, x = ~index,  #>                 y = ~macd, inherit = FALSE, line = list(width = linewidth)))) #>         p <- build(plot = p, layers = layers, annotations = list(list(text = paste0(\"MACD(\",  #>             paste(c(nFast, nSlow, nSig), collapse = \", \"), \")\"),  #>             x = 0, y = 1, font = list(size = 16), xref = \"paper\",  #>             yref = \"paper\", showarrow = FALSE)), yaxis = list(title = NA)) #>         p #>     }, class = c(\"subchart\", \"plotly\", \"htmlwidget\")) #> } #> <bytecode: 0x55e66e800b30> #> <environment: namespace:cryptoQuotes> structure(   .Data = {      # Indicator Logic      },   class = c(     yourclass,     \"plotly\",      \"htmlwidget\"   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"donchian-channels-example","dir":"Articles","previous_headings":"","what":"Donchian Channels (Example)","title":"A Guide on Custom Indicators","text":"Assume trading strategy based Donchian Channels (TTR::DonchianChannel()) needed optimize profits. indicator main chart indicator, similar TTR::BBands(), indicator three features; high, mid low. chart indicator, need call plotly::add_lines()-function three times chart properly. features defined layers cryptoQuotes-package. layers get built cryptoQuotes:::build()-function. indicator function can passed appropriate argument chart()-function, handle everything else,","code":"tail(   TTR::DonchianChannel(     HL = BTC[,c(\"high\", \"low\")]   ) ) #>                         high      mid      low #> 2023-11-20 01:00:00 38413.00 32201.69 25990.39 #> 2023-11-27 01:00:00 40287.09 33138.74 25990.39 #> 2023-12-04 01:00:00 44717.63 35625.11 26532.59 #> 2023-12-11 01:00:00 44717.63 35625.11 26532.59 #> 2023-12-18 01:00:00 44717.63 35914.86 27112.09 #> 2023-12-25 01:00:00 44717.63 37301.64 29885.65 ## define custom TA ## donchian_channel donchian_channel <- function(     ## these arguments are the     ## available arguments in the TTR::DonchianChannel     ## function     n = 10,     include.lag = FALSE,     ## the ellipsis     ## is needed to interact with     ## the chart-function     ... ) {      structure(     .Data = {              ## 1) define args       ## as a list from the ellipsis       ## which is how the chart-function       ## communicates with the indicators       args <- list(         ...       )              ## 2) define the data, which in this       ## case is the indicator. The indicator       ## function streamlines the data so it works       ## with plotly       data <- cryptoQuotes:::indicator(         ## this is just the ticker         ## that is passed into the chart-function         x = args$data,                  ## columns are the columns of the ohlc         ## which the indicator is calculated on         columns = c(\"high\", \"low\"),                  ## the function itself          ## can be a custom function         ## too.         .f = TTR::DonchianChannel,                  ## all other arguments         ## passed into .f         n = n,         include.lag = FALSE       )              ## each layer represents       ## each output from the indicator       ## in this case we have       ## high, mid and low.       ##        ## The lists represents a plotly-function       ## and its associated parameters.       layers <- list(         ## high         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"high\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~high,             line = list(               color = \"#d38b68\",               width = 0.9             )           )         ),                  ## mid         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"mid\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~mid,             line = list(               color = \"#d38b68\",               dash ='dot',               width = 0.9             )           )         ),                  ## low         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"low\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~low,             line = list(               color = \"#d38b68\",               width = 0.9             )           )         )       )              ## we can add ribbons       ## to the main plot to give       ## it a more structured look.       plot <- plotly::add_ribbons(         showlegend = TRUE,         legendgroup = 'DC',         p = args$plot,         inherit = FALSE,         x = ~index,         ymin = ~low,         ymax = ~high,         data = data,         fillcolor = cryptoQuotes:::as_rgb(alpha = 0.1, hex_color = \"#d38b68\"),         line = list(           color = \"transparent\"         ),         name = paste0(\"DC(\", paste(c(n), collapse = \", \"), \")\")       )              ## the plot has to be build       ## using the cryptoQuotes::build-function       invisible(         cryptoQuotes:::build(           plot,           layers = layers         )       )            }   )    } chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume()   ),   indicator = list(     bollinger_bands(),     donchian_channel()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"commodity-channel-index-example","dir":"Articles","previous_headings":"","what":"Commodity Channel Index (Example)","title":"A Guide on Custom Indicators","text":"Assume trading strategy based Commodity Channel Indices (TTR::CCI()) needed optimize profits. indicator subchart indicator similar TTR::RSI(), indicator single feature; cci. indicator subchart indicator single feature, need single layer built plot_ly(),","code":"tail(   TTR::CCI(     HLC = BTC[,c(\"high\", \"low\", \"close\")]   ) ) #>                          cci #> 2023-11-20 01:00:00 160.6662 #> 2023-11-27 01:00:00 161.5154 #> 2023-12-04 01:00:00 180.2841 #> 2023-12-11 01:00:00 136.9892 #> 2023-12-18 01:00:00 126.4533 #> 2023-12-25 01:00:00 108.8575 ## define custom TA ## Commodity Channel Index (CCI) cc_index <- function(     ## these arguments are the     ## available arguments in the TTR::CCI     ## function     n = 20,     maType,     c = 0.015,     ## the ellipsis     ## is needed to interact with     ## the chart-function     ... ) {      structure(     .Data = {              ## 1) define args       ## as a list from the ellipsis       ## which is how the chart-function       ## communicates with the indicators       args <- list(         ...       )              ## 2) define the data, which in this       ## case is the indicator. The indicator       ## function streamlines the data so it works       ## with plotly       data <- cryptoQuotes:::indicator(         ## this is just the ticker         ## that is passed into the chart-function         x = args$data,                  ## columns are the columns of the ohlc         ## which the indicator is calculated on         columns = c(\"high\", \"low\", \"close\"),                  ## the function itself          ## can be a custom function         ## too.         .f = TTR::CCI,                  ## all other arguments         ## passed into .f         n = n,         maType = maType,         c      = c       )                     layer <- list(         list(           type = \"plot_ly\",           params = list(             name = paste0(\"CCI(\", n,\")\"),             data = data,             showlegend = TRUE,             x = ~index,             y = ~cci,             type = \"scatter\",             mode = \"lines\",             line = list(               color = cryptoQuotes:::as_rgb(alpha = 1, hex_color = \"#d38b68\"),               width = 0.9             )           )                    )       )              cryptoQuotes:::build(         plot = args$plot,         layers = layer,         annotations = list(           list(             text = \"Commodity Channel Index\",             x = 0,             y = 1,             font = list(               size = 18             ),             xref = 'paper',             yref = 'paper',             showarrow = FALSE           )         )       )                          }   )    } chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     cc_index()   ),   indicator = list(     bollinger_bands(),     donchian_channel()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"summary","dir":"Articles","previous_headings":"","what":"Summary","title":"A Guide on Custom Indicators","text":"Creating custom indicators chart()-functions can daunting. Two examples developed th e cryptoQuotes-packages covered. Note: full pipeline charting indicators, custom built-, released sometime future. summarise example, Define indicator-function (e.g TTR::CCI()) Wrap indicator-function cryptoQuotes:::indicator() Define layers according features, wether subchart main chart indicator Build chart using cryptoQuotes:::build() Add chart-function indicator appropriate argument chart()-function","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Usecase","text":"high-level API-client provides open access cryptocurrency market data without relying low-level coding API-keys. Currently actively traded cryptocurrencies either binance, bybit, bitmart, kucoin kraken available. vignette explore case study showcase capabilities cryptoQuotes-package; Dogecoin-market react Elon Musks following tweet, Tweet Elon Musk - timezone CET.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"cryptocurrency-market-analysis-in-r","dir":"Articles","previous_headings":"","what":"Cryptocurrency Market Analysis in R","title":"Usecase","text":"Elon Musk tweeted (Well, now X’ed) Dogecoin January 14, 06.18 (UTC) - Dogecoin rallied. determine fast markets reacted tweets, get market data Dogecoin 1 minute intervals day tweeeted using getQuotes(), returns object class xts zoo 61 rows. calculate rally within first minute tweet, can use xts-syntax determine much rallied, Dogecoin rallied 8.71% within minute Elon Musk tweeted.","code":"## DOGEUSDT the day ## of the tweet on the ## 1m chart DOGE <- cryptoQuotes::get_quote(   ticker   = 'DOGE-USDT',   interval = '1m',   source   = 'kucoin',   futures  = FALSE,   from     = '2022-01-14 07:00:00',   to       = '2022-01-14 08:00:00' ) ## extrat the ## tweet moment tweet_moment <- DOGE[\"2022-01-14 07:18:00\"]  ## calculate  ## rally cat(   \"Doge closed:\", round((tweet_moment$close/tweet_moment$open - 1),4) * 100, \"%\" ) #> Doge closed: 8.71 %"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"charting-price-action-with-candlesticks","dir":"Articles","previous_headings":"Cryptocurrency Market Analysis in R","what":"Charting price action with candlesticks","title":"Usecase","text":"can illustrate candlestick charts using chart()- kline()-function,","code":"## chart the ## price action ## using klines cryptoQuotes::chart(   ticker     = DOGE,   main       = cryptoQuotes::kline(),   indicator  = list(     cryptoQuotes::bollinger_bands()   ),   sub  = list(     cryptoQuotes::volume()   ),   options = list(     dark = FALSE   ) ) #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"charting-price-action-with-event-lines","dir":"Articles","previous_headings":"Cryptocurrency Market Analysis in R","what":"Charting price action with event lines","title":"Usecase","text":"create , presumably, better visual overview can add event lines using event_data-argument, takes data.frame kind argument, event data, can passed chart follows,","code":"## 1) create event data.frame ## by subsetting the data event_data <- as.data.frame(   zoo::coredata(     DOGE[\"2022-01-14 07:18:00\"]   ) )  ## 1.1) add the index  ## to the event_data event_data$index <- zoo::index(   DOGE[\"2022-01-14 07:18:00\"] )  # 1.2) add event label # to the data event_data$event <- 'Elon Musk Tweets'  # 1.3) add color to the # event label event_data$color <- 'steelblue' ## 1) chart the ## price action ## using klines cryptoQuotes::chart(   ticker     = DOGE,   event_data = event_data,   main       = cryptoQuotes::kline(),   indicator  = list(     cryptoQuotes::bollinger_bands()   ),   sub = list(     cryptoQuotes::volume()   ),   options = list(     dark = FALSE   ) ) #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length"},{"path":"https://serkor1.github.io/cryptoQuotes/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Serkan Korkmaz. Maintainer, author, contributor, copyright holder. Jonas Cuzulan Hirani. Contributor.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Korkmaz S (2024). cryptoQuotes: Streamlined Access Cryptocurrency OHLC-V Market Data Sentiment Indicators. R package version 1.3.1, https://github.com/serkor1/cryptoQuotes, https://serkor1.github.io/cryptoQuotes/.","code":"@Manual{,   title = {cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators},   author = {Serkan Korkmaz},   year = {2024},   note = {R package version 1.3.1, https://github.com/serkor1/cryptoQuotes},   url = {https://serkor1.github.io/cryptoQuotes/}, }"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"open-access-to-cryptocurrency-market-data-in-r-","dir":"","previous_headings":"","what":"Cryptocurrency with R","title":"Cryptocurrency with R","text":"cryptoQuotes-package high-level API client accessing public market data endpoints major cryptocurrency exchanges. supports open, high, low, close volume (OHLC-V) data variety sentiment indicators; market data high quality can retrieved intervals ranging seconds months. market data accessed processed without relying crawlers, API keys, ensuring open, reliable, access researchers, traders students alike.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"example-bitcoin-ohlc-v-with-long-short-ratios","dir":"","previous_headings":"","what":"Example: Bitcoin OHLC-V with Long-Short Ratios","title":"Cryptocurrency with R","text":"Bitcoin (BTC) 30 minute intervals Long-Short Ratios.","code":"## get OHLC-V in 30 minute intervals ## for Bitcoin from Binance ## futures market since yesterday BTC <- cryptoQuotes::get_quote(   ticker   = 'BTCUSDT',   source   = 'binance',   futures  = TRUE,   interval = '30m',   from     = Sys.Date() - 1  )  ## get the Long-Short Ratios in 30 minute ## intervals for Bitcoin from  ## Binance since yesterday BTC_LSR <- cryptoQuotes::get_lsratio(   ticker   = 'BTCUSDT',   source   = 'binance',   interval = '30m',   from     = Sys.Date() - 1  )  ## merge the OHLC-B ## and Long-Short Ratios BTC <- merge(   BTC,   BTC_LSR )"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"shield-stable-version","dir":"","previous_headings":"ℹ️ Installation","what":"🛡️ Stable version","title":"Cryptocurrency with R","text":"","code":"## install from CRAN install.packages(   pkgs = 'cryptoQuotes',   dependencies = TRUE )"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"hammer_and_wrench-development-version","dir":"","previous_headings":"ℹ️ Installation","what":"🛠️ Development version","title":"Cryptocurrency with R","text":"","code":"## install from github devtools::install_github(   repo = 'https://github.com/serkor1/cryptoQuotes/',   ref  = 'development' )"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"information_source-code-of-conduct","dir":"","previous_headings":"","what":"ℹ️ Code of Conduct","title":"Cryptocurrency with R","text":"Please note cryptoQuotes project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":null,"dir":"Reference","previous_headings":"","what":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"dataset contains time-series data ATOM (ATOM) denominated USDT (Tether), captured 15-minute intervals. data spans December 30 December 31, 2023.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"","code":"ATOM"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"xts::xts()-object 97 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"","code":"# Load the dataset data(\"ATOM\")  # chart chart(   ticker = ATOM,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2023-12-30 00:00:00.000000\",\"2023-12-30 00:15:00.000000\",\"2023-12-30 00:30:00.000000\",\"2023-12-30 00:45:00.000000\",\"2023-12-30 01:00:00.000000\",\"2023-12-30 01:15:00.000000\",\"2023-12-30 01:30:00.000000\",\"2023-12-30 01:45:00.000000\",\"2023-12-30 02:00:00.000000\",\"2023-12-30 02:15:00.000000\",\"2023-12-30 02:30:00.000000\",\"2023-12-30 02:45:00.000000\",\"2023-12-30 03:00:00.000000\",\"2023-12-30 03:15:00.000000\",\"2023-12-30 03:30:00.000000\",\"2023-12-30 03:45:00.000000\",\"2023-12-30 04:00:00.000000\",\"2023-12-30 04:15:00.000000\",\"2023-12-30 04:30:00.000000\",\"2023-12-30 04:45:00.000000\",\"2023-12-30 05:00:00.000000\",\"2023-12-30 05:15:00.000000\",\"2023-12-30 05:30:00.000000\",\"2023-12-30 05:45:00.000000\",\"2023-12-30 06:00:00.000000\",\"2023-12-30 06:15:00.000000\",\"2023-12-30 06:30:00.000000\",\"2023-12-30 06:45:00.000000\",\"2023-12-30 07:00:00.000000\",\"2023-12-30 07:15:00.000000\",\"2023-12-30 07:30:00.000000\",\"2023-12-30 07:45:00.000000\",\"2023-12-30 08:00:00.000000\",\"2023-12-30 08:15:00.000000\",\"2023-12-30 08:30:00.000000\",\"2023-12-30 08:45:00.000000\",\"2023-12-30 09:00:00.000000\",\"2023-12-30 09:15:00.000000\",\"2023-12-30 09:30:00.000000\",\"2023-12-30 09:45:00.000000\",\"2023-12-30 10:00:00.000000\",\"2023-12-30 10:15:00.000000\",\"2023-12-30 10:30:00.000000\",\"2023-12-30 10:45:00.000000\",\"2023-12-30 11:00:00.000000\",\"2023-12-30 11:15:00.000000\",\"2023-12-30 11:30:00.000000\",\"2023-12-30 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Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"dataset contains time-series data Bitcoin (BTC) denominated USDT (Tether), captured weekly intervals. data spans January 1, 2023, December 31, 2023.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"","code":"BTC"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"xts::xts()-object 52 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"","code":"# Load the dataset data(\"BTC\")  # chart chart(   ticker = BTC,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 02:00:00.000000\",\"2023-05-15 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Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"dataset contains time-series data DOGECOIN (DOGE) denominated USDT (Tether), captured 1-minute intervals. data spans 2022-01-14 07:00:00 CET 2022-01-14 08:00:00 CET.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"","code":"DOGE"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"xts::xts()-object  61 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"","code":"# Load the dataset data(\"DOGE\")  # chart chart(   ticker = DOGE,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2022-01-14 07:00:00.000000\",\"2022-01-14 07:01:00.000000\",\"2022-01-14 07:02:00.000000\",\"2022-01-14 07:03:00.000000\",\"2022-01-14 07:04:00.000000\",\"2022-01-14 07:05:00.000000\",\"2022-01-14 07:06:00.000000\",\"2022-01-14 07:07:00.000000\",\"2022-01-14 07:08:00.000000\",\"2022-01-14 07:09:00.000000\",\"2022-01-14 07:10:00.000000\",\"2022-01-14 07:11:00.000000\",\"2022-01-14 07:12:00.000000\",\"2022-01-14 07:13:00.000000\",\"2022-01-14 07:14:00.000000\",\"2022-01-14 07:15:00.000000\",\"2022-01-14 07:16:00.000000\",\"2022-01-14 07:17:00.000000\",\"2022-01-14 07:18:00.000000\",\"2022-01-14 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value","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/FGIndex.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Fear and Greed Index (FGI) values for the cryptocurrency market in daily intervals — FGIndex","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/FGIndex.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fear and Greed Index (FGI) values for the cryptocurrency market in daily intervals — FGIndex","text":"","code":"# Load the dataset data(\"FGIndex\")  # Get a summary of index values summary(FGIndex) #>      Index                          fgi        #>  Min.   :2023-01-01 01:00:00   Min.   :25.00   #>  1st Qu.:2023-04-01 20:00:00   1st Qu.:49.00   #>  Median :2023-07-01 14:00:00   Median :53.00   #>  Mean   :2023-07-01 14:00:00   Mean   :54.67   #>  3rd Qu.:2023-09-30 08:00:00   3rd Qu.:63.00   #>  Max.   :2023-12-30 01:00:00   Max.   :75.00"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":null,"dir":"Reference","previous_headings":"","what":"GET-requests — GET","title":"GET-requests — GET","text":"GET-requests","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GET-requests — GET","text":"","code":"GET(url, endpoint = NULL, query = NULL, path = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GET-requests — GET","text":"url character length 1. baseurl endpoint character length 1. API endpoint query named list queries. path list paths.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GET-requests — GET","text":"list crated jsonlite::fromJSON()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"GET-requests — GET","text":"","code":"if (FALSE) {   # script start;    exchange <- \"bybit\"   futures  <- FALSE    # 1) define baseurl   base_url <- cryptoQuotes:::baseUrl(     source  = exchange,     futures = futures   )    # 2) define endpoint   end_point <- cryptoQuotes:::endPoint(     source  = \"bybit\",     futures = futures,     type    = \"ohlc\"   )    # 2) define actual   # parameters based on   # API docs   queries <- list(     symbol   = \"BTCUSDT\",     category = \"spot\",     limit    = 100,     interval = \"D\"   )    # 3) perform GET request   cryptoQuotes:::GET(     url      = base_url,     endpoint = end_point,     query    = queries   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Add eventlines to the chart — add_event","title":"Add eventlines to the chart — add_event","text":"high-level plotly::layout()-function. function adds shapes annotations main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add eventlines to the chart — add_event","text":"","code":"add_event(data, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add eventlines to the chart — add_event","text":"data data.frame-type object index, event color columns. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add eventlines to the chart — add_event","text":"plotly::plot_ly()-object shapes annotations","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Add eventlines to the chart — add_event","text":"data.frame must include following columns, index integer date: corresponding event timing. event character: event label. color character: color event","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add eventlines to the chart — add_event","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add eventlines to the chart — add_event","text":"","code":"# script start;  # 1) Generate random events # of buys and sells and convert # to data.frame # # Note: tibbles, data.tables are also supported # but only base R is shown here to avoid # too many dependencies set.seed(1903) event_data <- cryptoQuotes::ATOM[   sample(     x = 1:nrow(cryptoQuotes::ATOM),     size = 2   ) ]  # 1.1) Extract the index # from the event data index <- zoo::index(   event_data )  # 1.2) Convert the coredata # into a data.frame event_data <- as.data.frame(   zoo::coredata(     event_data   ) )  # 1.3) Add the index into the data.frame # case insensitive event_data$index <- index  # 1.4) add events to the data. # here we use Buys and Sells. event_data$event <- rep(   x = c('Buy', 'Sell'),   lenght.out = nrow(event_data) )  # 1.5) add colors based # on the event; here buy is colored # darkgrey, and if the position is closed # with profit the color is green event_data$color <- ifelse(   event_data$event == 'Buy',   yes = 'darkgrey',   no  = ifelse(     test = subset(         x = event_data,         event == 'Buy')$close < subset(x = event_data, event == 'Sell')$close,     yes  = 'green',     no   = 'red'   ) )  # 1.6) modify the event to add # closing price at each event event_data$event <- paste0(   event_data$event, ' @', event_data$close )  # 2) Chart the the klines # and add the buy and sell events cryptoQuotes::chart(   ticker     = cryptoQuotes::ATOM,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume()   ),   indicator = list(     cryptoQuotes::bollinger_bands()   ),   event_data = event_data,   options = list(     dark = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length  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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"","code":"alma(  price  = \"close\",  n      = 9,  offset = 0.85,  sigma  = 6,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"price character-vector length 1. \"close\" default name vector passed TTR::ALMA. n Number periods average . Must 1 nrow(x), inclusive. offset Percentile center distribution occur. sigma Standard deviation distribution. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a77ba83d82\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a77ba83d82.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a7685443c6\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a775843b3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a768ad36da\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":null,"dir":"Reference","previous_headings":"","what":"Assert truthfulness of conditions before evaluation — assert","title":"Assert truthfulness of conditions before evaluation — assert","text":"function wrapper stopifnot(), tryCatch() cli::cli_abort() asserts truthfulness passed expression(s).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Assert truthfulness of conditions before evaluation — assert","text":"","code":"assert(..., error_message = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Assert truthfulness of conditions before evaluation — assert","text":"... expressions >= 1. named names used error messages, otherwise R's internal error-messages thrown error_message character. error message, supports cli-formatting.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Assert truthfulness of conditions before evaluation — assert","text":"NULL statements ... TRUE","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Assert truthfulness of conditions before evaluation — assert","text":"","code":"if (FALSE) {   # script start;    # 1) unnamed assert   # expressions   foo <- function(     a,     b) {      # assert without     # named expressions     cryptoQuotes:::assert(       is.numeric(a),       is.numeric(b)     )      a + b    }    # 1.1) returns   # the regular R error   # messages in cli-format   foo(     a = \"1\",     b = \"2\"   )    # 2) named assert   # expressions   foo <- function(     a,     b) {      cryptoQuotes:::assert(       \"{.arg a} is not {.cls numeric}\" =  is.numeric(a),       \"{.arg a} is not {.cls numeric}\" = is.numeric(b)     )      a + b    }    # 2.2) Returns   # custom error-messages   # in cli-format   foo(     a = \"1\",     b = \"2\"   )    # 3) custom error   # messages on   foo <- function(     a) {      cryptoQuotes:::assert(       is.numeric(a),       error_message = sprintf(         fmt = \"{.val %s} is not a numeric value.\",         a       )     )      a    }    # 2.2) Returns   # custom error-messages with   # passed values in cli-format   foo(     a = \"1\"   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":null,"dir":"Reference","previous_headings":"","what":"Get available exchanges — available_exchanges","title":"Get available exchanges — available_exchanges","text":"Get vector available exchanges passed source argument get-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get available exchanges — available_exchanges","text":"","code":"available_exchanges(    type = \"ohlc\" )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get available exchanges — available_exchanges","text":"type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get available exchanges — available_exchanges","text":"invisible()  character-vector containing available exchanges","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get available exchanges — available_exchanges","text":"endpoints supported available_exchanges() uniform, exchanges available , say, get_lsratio() necessarily available get_quote()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get available exchanges — available_exchanges","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get available exchanges — available_exchanges","text":"","code":"# script start;  # 1) available exchanges # on ohlc-v endpoint cryptoQuotes::available_exchanges(   type = \"ohlc\"   ) #> ℹ Available Exchanges: #> ✔ binance, bitmart, bybit, kraken, kucoin  # 2) available exchanges # on long-short ratios cryptoQuotes::available_exchanges(   type = \"lsratio\" ) #> ℹ Available Exchanges: #> ✔ binance, bybit, kraken  # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":null,"dir":"Reference","previous_headings":"","what":"Get available intervals — available_intervals","title":"Get available intervals — available_intervals","text":"Get available intervals available_tickers() available_exchanges().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get available intervals — available_intervals","text":"","code":"available_intervals(    source = \"binance\",    type   = \"ohlc\",    futures = TRUE )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get available intervals — available_intervals","text":"source character-vector length 1. binance default. See available_exchanges() available exchanges. type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get available intervals — available_intervals","text":"invisible()  character-vector containing  available intervals exchange, market endpoint. Sample output","code":"#> i Available Intervals at \"bybit\" (futures): #> v 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d, 1M, 1w #> [1] \"1m\"  \"3m\"  \"5m\"  \"15m\" \"30m\" \"1h\""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get available intervals — available_intervals","text":"endpoints supported available_exchanges() uniform, exchanges available , say, get_lsratio() necessarily available get_quote()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get available intervals — available_intervals","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get available intervals — available_intervals","text":"","code":"if (FALSE) {   # script start;    # available intervals   # at kucoin futures market   cryptoQuotes::available_intervals(     source  = 'kucoin',     futures = TRUE,     type    = \"ohlc\"   )    # available intervals   # at kraken spot market   cryptoQuotes::available_intervals(     source  = 'kraken',     futures = FALSE,     type    = \"ohlc\"   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":null,"dir":"Reference","previous_headings":"","what":"Get actively traded cryptocurrency pairs — available_tickers","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"Get actively traded cryptocurrency pairs available_exchanges().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"","code":"available_tickers(source = \"binance\", futures = TRUE)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"character-vector actively traded cryptocurrency pairs exchange, specified market. Sample output","code":"#> [1] \"10000000AIDOGEUSDT\" \"1000000MOGUSDT\"     \"10000COQUSDT\"       #> [4] \"10000LADYSUSDT\"     \"10000NFTUSDT\"       \"10000SATSUSDT\""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"naming-conventions across, within, available_exchanges() necessarily . function lists actively traded tickers.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"","code":"if (FALSE) {   # 1) available tickers   # in Binance spot market   head(     cryptoQuotes::available_tickers(       source  = 'binance',       futures = FALSE     )   )    # 2) available tickers   # on Kraken futures market   head(     cryptoQuotes::available_tickers(       source  = 'kraken',       futures = TRUE     )   ) }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Bollinger Bands to the chart — bollinger_bands","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"high-level plotly::add_lines()-wrapper function interacts TTR::BBands()-function. function adds bollinger bands main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"","code":"bollinger_bands(    n = 20,    sd = 2,    maType = \"SMA\",    color  = '#4682b4',    ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"n Number periods moving average. sd number standard deviations use. maType function string naming function called. color character-vector length 1. \"#4682b4\" default. ... arguments passed maType function.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":null,"dir":"Reference","previous_headings":"","what":"calibrate the time window of a list of xts objects — calibrate_window","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"function high-level wrapper .call lapply modifies xts object stored list().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"","code":"calibrate_window(list, FUN, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"list list xts objects. FUN function applied element list ... optional arguments passed FUN.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"Returns xts object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":null,"dir":"Reference","previous_headings":"","what":"Build an interactive financial chart — chart","title":"Build an interactive financial chart — chart","text":"high-level plotly::plot_ly()- plotly::subplot()-wrapper function building interactive financial charts using affiliated chart-functions. chart consists main chart, optional subchart. main chart supports overlaying various trading indicators like sma bollinger_bands.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Build an interactive financial chart — chart","text":"","code":"chart(   ticker,   main = list(kline()),   sub = list(),   indicator = list(),   event_data = NULL,   options = list() )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Build an interactive financial chart — chart","text":"ticker object Open, High, Low, Close Volume columns can coerced xts::xts()-object. main plotly::plot_ly()-function. kline() default. sub optional list plotly::plot_ly()-function(s). indicator optional list plotly::add_lines()-function(s). event_data optional data.frame event line(s) added chart(). See add_event() details. options optional list chart()-options. See details .","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Build an interactive financial chart — chart","text":"plotly::plot_ly() object. Sample Output","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"options","dir":"Reference","previous_headings":"","what":"Options","title":"Build an interactive financial chart — chart","text":"dark <logical>-value length 1. TRUE default. Sets overall theme chart() slider <logical>-value length 1. FALSE default. TRUE, plotly::rangeslider() added deficiency  <logical>-value length 1. FALSE default. TRUE, chart()-elements colorblind friendly size <numeric>-value length 1. relative size main chart. 0.6 default. Must 0 1, non-inclusive","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"charting-events","dir":"Reference","previous_headings":"","what":"Charting Events","title":"Build an interactive financial chart — chart","text":"event_data passed, vertical eventlines appropriate labels coloring added chart(). function rigid, fail event, label index columns passed. details please see add_event().","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Build an interactive financial chart — chart","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Build an interactive financial chart — chart","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators 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01:00:00.000000\"],\"y\":[20010.817502999998,51004.279552,51904.892157000002,37137.036033999997,42185.202626999999,92996.025819999995,65029.119457000001,47239.079381000003,28286.037495,29653.908931000002,51251.735712000002,34991.864581000002,36293.991863000003,58042.364212,48478.508809999999,41164.566413,29147.248640999998,60000.527146,56595.424155000001,87922.433632999993,90814.808592999994,66583.167618000007,61438.733776000001,66004.507047999999,64091.174257999999,53038.415260000002,81959.098167999997,60773.071190000002],\"showlegend\":false,\"marker\":{\"color\":\"rgba(101,164,121,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(101,164,121,1)\"},\"error_y\":{\"color\":\"rgba(101,164,121,1)\"},\"error_x\":{\"color\":\"rgba(101,164,121,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y2\",\"frame\":null},{\"showlegend\":false,\"x\":[\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[0.25158895740375775,2.0868987002003743,3.6140489827481157,4.9819954316101471,6.2508574812215318,7.2906045198656679,7.7795041380147074,8.2446023177764651,8.4612266159531995],\"marker\":{\"color\":\"rgba(101,164,121,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(101,164,121,1)\"},\"error_y\":{\"color\":\"rgba(101,164,121,1)\"},\"error_x\":{\"color\":\"rgba(101,164,121,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"showlegend\":false,\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\"],\"y\":[-2.5039643099515692,-2.2437903439499047,-2.3421500806506335,-2.6853061237579179,-3.0970080042727037,-3.063165907211888,-2.9990532717731209,-2.7347548301343201,-2.2152405978114471,-0.85807566921592093],\"marker\":{\"color\":\"rgba(213,105,93,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(213,105,93,1)\"},\"error_y\":{\"color\":\"rgba(213,105,93,1)\"},\"error_x\":{\"color\":\"rgba(213,105,93,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[5.2417028589149668,4.4956716305467843,3.9092499812060688,3.2836016911076782,2.6350571862460908,1.9803350319091786,1.2823072617831652,0.57037609888440377,-0.060766466114397594,-0.5178390516511121,-0.83260547425664133,-0.87170630858310405,-0.60370042023119774,0.0013303084444976261,0.91820764156559009,2.1589024129932417,3.6717505732754754,5.445795567647699,7.3561626807061895],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"color\":\"rgba(75,0,85,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(75,0,85,1)\",\"line\":{\"color\":\"rgba(75,0,85,1)\"}},\"error_y\":{\"color\":\"rgba(75,0,85,1)\"},\"error_x\":{\"color\":\"rgba(75,0,85,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-06-26 02:00:00.000000\",\"2023-07-03 02:00:00.000000\",\"2023-07-10 02:00:00.000000\",\"2023-07-17 02:00:00.000000\",\"2023-07-24 02:00:00.000000\",\"2023-07-31 02:00:00.000000\",\"2023-08-07 02:00:00.000000\",\"2023-08-14 02:00:00.000000\",\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[8.9661623419105219,6.8448947446218655,6.2291301782352759,5.3749497257276735,4.8096685137295037,4.565503921144165,4.2430017348389359,3.4042760210633682,2.7377385489633976,2.2518812865968796,1.5670999005554354,0.5982955673497603,-0.46195081802661297,-1.0828308753027094,-1.7167460099899556,-2.1643787312499163,-2.2760070639258445,-1.375914720867033,-0.58101651685288358,1.2151923916172702,3.010348562516918,4.9833257400546449,7.1690651227871216,9.4495069328589096,11.451254711290183,13.690397885424165,15.817389296659389],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"color\":\"rgba(39,73,131,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(39,73,131,1)\",\"line\":{\"color\":\"rgba(39,73,131,1)\"}},\"error_y\":{\"color\":\"rgba(39,73,131,1)\"},\"error_x\":{\"color\":\"rgba(39,73,131,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null}],\"layout\":{\"xaxis\":{\"domain\":[0,1],\"automargin\":true,\"rangeslider\":{\"visible\":false,\"thickness\":0.050000000000000003},\"anchor\":\"y3\",\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"domain\":[0,0.17999999999999997],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"domain\":[0.21999999999999995,0.38],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis\":{\"domain\":[0.42000000000000004,1],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"annotations\":[{\"text\":\"Volume\",\"font\":{\"size\":16},\"showarrow\":false,\"x\":0,\"y\":0.38,\"xref\":\"paper\",\"yref\":\"paper\"},{\"text\":\"MACD(12, 26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a76c31b941\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a76c31b941.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a729ec3b76\":{\"x\":{},\"ymin\":{},\"ymax\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"hoveron\":\"points\",\"fill\":\"toself\",\"showlegend\":true,\"legendgroup\":\"bb\",\"fillcolor\":\"rgba(70, 130, 180, 0.10)\",\"line\":{\"color\":\"transparent\"},\"name\":\"BB(20, 2, SMA)\",\"inherit\":false},\"16a779927e8d\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Lower\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16a7333e1211\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Upper\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16a72ce35080\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"SMA\",\"line\":{\"color\":\"#4682b4\",\"dash\":\"dot\",\"width\":0.90000000000000002},\"inherit\":false},\"16a74cb4fc20\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(10)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a71662bfb0\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"ALMA(9)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a74406032e\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16a763b21ee9\":{\"showlegend\":false,\"x\":{},\"y\":{},\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"color\":{},\"colors\":[\"#65a479\",\"#d5695d\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16a751466ad1\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a752debdd\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a list of layout elements on subcharts — chart_layout","title":"Create a list of layout elements on subcharts — chart_layout","text":"Create list layout elements subcharts","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a list of layout elements on subcharts — chart_layout","text":"","code":"chart_layout(x, layout_element, layout_attribute)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a list of layout elements on subcharts — chart_layout","text":"x integer-vector length 1. layout_element character-vector length 1. plotly::layout elements. See example. layout_attribute character-vector length 1. plotly::layout element value. See example.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a list of layout elements on subcharts — chart_layout","text":"list layout elements.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a list of layout elements on subcharts — chart_layout","text":"","code":"if (FALSE) { chart_layout(   x = 1:plot_list_length,   layout_element = \"yaxis\",   layout_attribute = list(   gridcolor = if (dark) \"#40454c\" else  '#D3D3D3' # Was CCCCCC     ) ) }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert dates passed to UNIX — convert_date","title":"Convert dates passed to UNIX — convert_date","text":"function converts dates UNIX time passed API, converts POSIXct API","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert dates passed to UNIX — convert_date","text":"","code":"convert_date(x, multiplier)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert dates passed to UNIX — convert_date","text":"x numeric vector, date-type object multiplier numeric","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert dates passed to UNIX — convert_date","text":"vector length x.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Convert dates passed to UNIX — convert_date","text":"x numeric, function assumes return value","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/cryptoQuotes-package.html","id":null,"dir":"Reference","previous_headings":"","what":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","title":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","text":"high-level API client offers streamlined access public cryptocurrency market data sentiment indicators. features OHLC-V (Open, High, Low, Close, Volume) comes granularity ranging seconds months essential sentiment indicators develop backtest trading strategies, conduct detailed market analysis. interacting directly major cryptocurrency exchanges package ensures reliable, stable, flow market information, eliminating need complex, low-level API interactions webcrawlers.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/cryptoQuotes-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","text":"Maintainer: Serkan Korkmaz serkor1@duck.com (ORCID) [contributor, copyright holder] contributors: Jonas Cuzulan Hirani jjh@vive.dk (ORCID) [contributor]","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the minimum and maximum date range — default_dates","title":"Get the minimum and maximum date range — default_dates","text":"available_exchanges() different limitations returned data function adaptive nature enforces compliance limits","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the minimum and maximum date range — default_dates","text":"","code":"default_dates(interval, from = NULL, to = NULL, length = 200, limit = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the minimum and maximum date range — default_dates","text":"interval character-vector length 1. 1d default. See available_intervals() available intervals. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. length numeric-value length 1. desired distance .","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the minimum and maximum date range — default_dates","text":"vector minimum maximum dates.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the minimum and maximum date range — default_dates","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Double Exponential Moving Average (DEMA) to the chart — dema","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"","code":"dema(  price  = \"close\",  n      = 10,  v      = 1,  wilder = FALSE,  ratio  = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::DEMA. n Number periods average . Must 1 nrow(x), inclusive. v 'volume factor' (number [0,1]).  See Notes. wilder logical; TRUE, Welles Wilder type EMA calculated; see notes. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Donchian Channels to the chart — donchian_channel","title":"Add Donchian Channels to the chart — donchian_channel","text":"high-level plotly::add_lines()-wrapper function interacts TTR::DonchianChannel()-function. function adds Donchian Channels main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Donchian Channels to the chart — donchian_channel","text":"","code":"donchian_channel(  n = 10,  include.lag = FALSE,  color = '#4682b4',  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Donchian Channels to the chart — donchian_channel","text":"n Number periods moving average. include.lag values lagged today's prices included calculation? See Note. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Donchian Channels to the chart — donchian_channel","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Donchian Channels to the chart — donchian_channel","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Donchian Channels to the chart — donchian_channel","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"","code":"ema(  price  = \"close\",  n      = 10,  wilder = FALSE,  ratio  = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::EMA. n Number periods average . Must 1 nrow(x), inclusive. wilder logical; TRUE, Welles Wilder type EMA calculated; see notes. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer 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01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a7236fc988\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a7236fc988.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a77648dbfb\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a72e010da3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a732835cb7\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"","code":"evwma(  price  = \"close\",  n      = 10,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::EVWMA n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":null,"dir":"Reference","previous_headings":"","what":"Fetch time-based API-endpoint responses — fetch","title":"Fetch time-based API-endpoint responses — fetch","text":"function high-level wrapper around development tools available reduce amount coding.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fetch time-based API-endpoint responses — fetch","text":"","code":"fetch(ticker, source, futures, interval, type, to, from, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fetch time-based API-endpoint responses — fetch","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise. interval character-vector length 1. 1d default. See available_intervals() available intervals. type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. ... additional parameters passed endpoint","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fetch time-based API-endpoint responses — fetch","text":"returns xts-object desired endpoint.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Fetch time-based API-endpoint responses — fetch","text":"function can used fetch time-based objects, can therefore used get, example, available_tickers().","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Fetch time-based API-endpoint responses — fetch","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Fear and Greed Index — fgi","title":"Chart the Fear and Greed Index — fgi","text":"high-level plotly::plot_ly()-wrapper function. function adds subchart fear greed-index.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Fear and Greed Index — fgi","text":"","code":"fgi(index, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Fear and Greed Index — fgi","text":"index xts::xts()-object. See get_fgindex() details. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Fear and Greed Index — fgi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"classification","dir":"Reference","previous_headings":"","what":"Classification","title":"Chart the Fear and Greed Index — fgi","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"about-the-fear-and-greed-index","dir":"Reference","previous_headings":"","what":"About the Fear and Greed Index","title":"Chart the Fear and Greed Index — fgi","text":"fear greed index market sentiment indicator measures investor emotions gauge whether generally fearful (indicating potential selling pressure) greedy (indicating potential buying enthusiasm).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Chart the Fear and Greed Index — fgi","text":"index fetched alternative., can different one provided coinmarketcap.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Fear and Greed Index — fgi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Fear and Greed Index — fgi","text":"","code":"if (FALSE) {   # script start;    # 1) get the fear and greed index   # for the last 14 days   FGIndex <- cryptoQuotes::get_fgindex(     from = Sys.Date() - 14   )    # 2) get the BTC price   # for the last 14 days   BTC <- cryptoQuotes::get_quote(     ticker  = \"BTCUSDT\",     source  = \"bybit\",     futures = FALSE,     from    = Sys.Date() - 14   )    # 3) chart the daily BTC   # along side the Fear and   # Greed Index   cryptoQuotes::chart(     ticker = BTC,     main   = kline(),     sub    = list(       fgi(         FGIndex       )     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":null,"dir":"Reference","previous_headings":"","what":"flatten nested lists — flatten","title":"flatten nested lists — flatten","text":"Flatten nested list, regardless level nesting.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"flatten nested lists — flatten","text":"","code":"flatten(x)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"flatten nested lists — flatten","text":"x list","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"flatten nested lists — flatten","text":"unnested list","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"flatten nested lists — flatten","text":"","code":"# script start;  # 1) create a nested list nested_list <- list(   a = 1,   b = list(     c = 2,     d = 3   ) )  # 2) flatten the # nested list cryptoQuotes:::flatten(   nested_list ) #> $a #> [1] 1 #>  #> $b.c #> [1] 2 #>  #> $b.d #> [1] 3 #>   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Get daily fear greed index.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"","code":"get_fgindex(  from = NULL,  to   = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"xts-object containing, index <POSIXct> time-index fgi <numeric> daily fear greed index value Sample output","code":"#>                     fgi #> 2024-05-12 02:00:00  56 #> 2024-05-13 02:00:00  57 #> 2024-05-14 02:00:00  66 #> 2024-05-15 02:00:00  64 #> 2024-05-16 02:00:00  70 #> 2024-05-17 02:00:00  74"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"classification","dir":"Reference","previous_headings":"","what":"Classification","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"about-the-fear-and-greed-index","dir":"Reference","previous_headings":"","what":"About the Fear and Greed Index","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"fear greed index market sentiment indicator measures investor emotions gauge whether generally fearful (indicating potential selling pressure) greedy (indicating potential buying enthusiasm).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"index fetched alternative., can different one provided coinmarketcap.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"","code":"if (FALSE) {   # script start;    # 1) get the fear and greed index   # for the last 7 days   tail(     fgi <- cryptoQuotes::get_fgindex(       from = Sys.Date() - 7     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the funding rate on futures contracts — get_fundingrate","title":"Get the funding rate on futures contracts — get_fundingrate","text":"Get funding rate cryptocurrency pair available_exchanges() actively traded available_tickers() futures markets.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the funding rate on futures contracts — get_fundingrate","text":"","code":"get_fundingrate(  ticker,  source   = 'binance',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the funding rate on futures contracts — get_fundingrate","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the funding rate on futures contracts — get_fundingrate","text":"xts-object containing, index <POSIXct> time-index funding_rate <numeric> current funding rate Sample output","code":"#>                     funding_rate #> 2024-03-09 17:00:00   0.00026407 #> 2024-03-10 01:00:00   0.00031010 #> 2024-03-10 09:00:00   0.00063451 #> 2024-03-10 17:00:00   0.00054479 #> 2024-03-11 01:00:00   0.00035489 #> 2024-03-11 09:00:00   0.00078428"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the funding rate on futures contracts — get_fundingrate","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the funding rate on futures contracts — get_fundingrate","text":"","code":"if (FALSE) { # script start;  # 1) check available # exchanges for funding rates cryptoQuotes::available_exchanges(   type = \"fundingrate\"   )  # 2) get BTC funding rate # for the last 7 days tail(   BTC <- cryptoQuotes::get_fundingrate(     ticker = \"BTCUSDT\",     source = \"binance\",     from   = Sys.Date() - 7   ) )  # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Get long-short ratio available_tickers() available_exchanges()","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"","code":"get_lsratio(    ticker,    interval = '1d',    source   = 'binance',    from     = NULL,    to       = NULL,    top      = FALSE )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"ticker character-vector length 1. See available_tickers() available tickers. interval character-vector length 1. 1d default. See available_intervals() available intervals. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. top logical vector. FALSE default. TRUE returns top traders Long-Short ratios.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"xts-object containing, index <POSIXct> time-index long <numeric> share longs short <numeric> share shorts ls_ratio <numeric> ratio longs shorts Sample output","code":"#>                       long  short  ls_ratio #> 2024-05-12 02:00:00 0.6930 0.3070 2.2573290 #> 2024-05-13 02:00:00 0.6637 0.3363 1.9735355 #> 2024-05-14 02:00:00 0.5555 0.4445 1.2497188 #> 2024-05-15 02:00:00 0.6580 0.3420 1.9239766 #> 2024-05-16 02:00:00 0.4868 0.5132 0.9485581 #> 2024-05-17 02:00:00 0.5102 0.4898 1.0416497"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Jonas Cuzulan Hirani","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"","code":"if (FALSE) {   # script start;    LS_BTC <- cryptoQuotes::get_lsratio(     ticker   = 'BTCUSDT',     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # end of scrtipt; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the open interest on perpetual futures contracts — get_openinterest","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Get open interest cryptocurrency pair available_exchanges() actively traded available_tickers() FUTURES markets.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"","code":"get_openinterest(  ticker,  interval = '1d',  source   = 'binance',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"ticker character-vector length 1. See available_tickers() available tickers. interval character-vector length 1. 1d default. See available_intervals() available intervals. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"xts-object containing, index <POSIXct> time-index open_interest <numeric> open perpetual contracts sides Sample output","code":"#>                     open_interest #> 2024-05-12 02:00:00      70961.07 #> 2024-05-13 02:00:00      69740.49 #> 2024-05-14 02:00:00      71110.33 #> 2024-05-15 02:00:00      67758.06 #> 2024-05-16 02:00:00      73614.70 #> 2024-05-17 02:00:00      72377.85"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"","code":"if (FALSE) {   # script start;    # 1) check available   # exchanges for open interest   cryptoQuotes::available_exchanges(     type = 'interest'     )    # 2) get BTC funding rate   # for the last 7 days   tail(     BTC <- cryptoQuotes::get_openinterest(       ticker = \"BTCUSDT\",       source = \"binance\",       from   = Sys.Date() - 7     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Get quote cryptocurrency pair available_exchanges() various available_intervals() actively traded available_tickers().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"","code":"get_quote(  ticker,  source   = 'binance',  futures  = TRUE,  interval = '1d',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise. interval character-vector length 1. 1d default. See available_intervals() available intervals. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"xts-object containing, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume Sample output","code":"#>                        open    high     low   close   volume #> 2024-05-12 02:00:00 60809.2 61849.4 60557.3 61455.8 104043.9 #> 2024-05-13 02:00:00 61455.7 63440.0 60750.0 62912.1 261927.1 #> 2024-05-14 02:00:00 62912.2 63099.6 60950.0 61550.5 244345.3 #> 2024-05-15 02:00:00 61550.5 66440.0 61316.1 66175.4 365031.7 #> 2024-05-16 02:00:00 66175.4 66800.0 64567.0 65217.7 242455.3 #> 2024-05-17 02:00:00 65217.7 66478.5 65061.2 66218.8  66139.1"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"","code":"if (FALSE) {   # script start;    # get quote on   # BTCUSDT pair from   # Binance in 30m   # intervals from the   # last 24 hours   tail(     BTC <- cryptoQuotes::get_quote(       ticker   = 'BTCUSDT',       source   = 'binance',       interval = '30m',       futures  = FALSE,       from     = Sys.Date() - 1     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Hull Moving Average (HMA) to the chart — hma","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"","code":"hma(  price  = \"close\",  n      = 20,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::HMA. n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is not a multiple of shorter object 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01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a78e822e7\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a78e822e7.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a76889986b\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a71baa4e23\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a71f7fa554\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if values are valid dates — is.date","title":"Check if values are valid dates — is.date","text":"function check equivalent .numeric(), .logical(), checks date type classes POSIXct, POSIXt Date. wether character vector can formatted dates.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if values are valid dates — is.date","text":"","code":"is.date(x)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Check if values are valid dates — is.date","text":"x object tested","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if values are valid dates — is.date","text":"TRUE either POSIXct, POSIXt Date. FALSE otherwise.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":null,"dir":"Reference","previous_headings":"","what":"Candlestick Chart — kline","title":"Candlestick Chart — kline","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Candlestick Chart — kline","text":"","code":"kline(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Candlestick Chart — kline","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Candlestick Chart — kline","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Candlestick Chart — kline","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Candlestick Chart — kline","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a73be4291c\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a73be4291c.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a74a9c1fd\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the long-short ratio — lsr","title":"Chart the long-short ratio — lsr","text":"high-level plotly::plot_ly()-wrapper function. function adds subchart chart long-short ratio.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the long-short ratio — lsr","text":"","code":"lsr(ratio, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the long-short ratio — lsr","text":"ratio xts::xts()-object. See get_lsratio() details. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the long-short ratio — lsr","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the long-short ratio — lsr","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the long-short ratio — lsr","text":"","code":"if (FALSE) {   # script start;    # 1) long-short ratio   # on BTCUSDT pair   LS_BTC <- cryptoQuotes::get_lsratio(     ticker   = 'BTCUSDT',     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # 2) BTCSDT in same period   # as the long-short ratio;   BTC <- cryptoQuotes::get_quote(     ticker   = 'BTCUSDT',     futures  = TRUE,     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # 3) plot BTCUSDT-pair   # with long-short ratio   cryptoQuotes::chart(     ticker = BTC,     main   = cryptoQuotes::kline(),     sub    = list(       cryptoQuotes::lsr(         ratio = LS_BTC       )     )   )    # end of scrtipt; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::MACD()-function. function adds subchart TTR::MACD()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"","code":"macd(  nFast   = 12,  nSlow   = 26,  nSig    = 9,  maType  = \"SMA\",  percent = TRUE,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"nFast Number periods fast moving average. nSlow Number periods slow moving average. nSig Number periods signal moving average. maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. percent logical; TRUE, percentage difference fast slow moving averages returned, otherwise difference respective averages returned. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list( 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Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a77a44663\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":null,"dir":"Reference","previous_headings":"","what":"OHLC Barchart — ohlc","title":"OHLC Barchart — ohlc","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"OHLC Barchart — ohlc","text":"","code":"ohlc(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"OHLC Barchart — ohlc","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"OHLC Barchart — ohlc","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"OHLC Barchart — ohlc","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"OHLC Barchart — ohlc","text":"","code":"# script start;  # Charting BTC using # OHLC-bars as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::ohlc(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":null,"dir":"Reference","previous_headings":"","what":"Line Chart — pline","title":"Line Chart — pline","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line Chart — pline","text":"","code":"pline(price = \"close\", ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line Chart — pline","text":"price character-vector length 1. \"close\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line Chart — pline","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Line Chart — pline","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line Chart — pline","text":"","code":"# script start;  # Charting BTC using # line charts with closing price # as main chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::pline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 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end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":null,"dir":"Reference","previous_headings":"","what":"remove upper and lower bounds from an XTS object — remove_bound","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"stats::window()-function inclusive upper lower bounds, cases undesirable feature. high level function removes bounds desired","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"","code":"remove_bound(xts, bounds = c(\"upper\"))"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"xts xts-object needs bounds modified. bounds character vector length 1. one c('upper','lower',''). Defaults Upper.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"Returns xts-class object bounds removed.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Relative Strength Index (RSI) — rsi","title":"Chart the Relative Strength Index (RSI) — rsi","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::RSI()-function. function adds subchart TTR::RSI()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Relative Strength Index (RSI) — rsi","text":"","code":"rsi(  price       = \"close\",  n           = 14,  maType      = \"SMA\",  upper_limit = 80,  lower_limit = 20,  color       = '#4682b4',  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Relative Strength Index (RSI) — rsi","text":"price Price series coercible xts matrix. n Number periods moving averages. maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. upper_limit numeric-vector length 1. 80 default. Sets upper limit TTR::RSI. lower_limit numeric-vector length 1. 20 default. Sets lower limit TTR::RSI. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Relative Strength Index (RSI) — rsi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Relative Strength Index (RSI) — rsi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Relative Strength Index (RSI) — rsi","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 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end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Simple Moving Average (SMA) indicators to the chart — sma","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"","code":"sma(  price  = \"close\",  n      = 10,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::SMA. n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Stochastic Momentum Index (SMI) — smi","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::SMI()-function. function adds subchart TTR::SMI()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"","code":"smi(  nFastK = 14,  nFastD = 3,  nSlowD = 3,  maType,  bounded = TRUE,  smooth = 1,  upper_limit = 40,  lower_limit = -40,  color = \"#4682b4\",  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"nFastK Number periods fast %K (.e. number past periods use). nFastD Number periods fast %D (.e. number smoothing periods apply fast %K). nSlowD Number periods slow %D (.e. number smoothing periods apply fast %D). maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. bounded Logical, current period's values used calculation? smooth Number internal smoothing periods applied calculating FastK. See Details. upper_limit numeric-vector length 1. 40 default. Sets upper limit TTR::SMI. lower_limit numeric-vector length 1. -40 default. Sets lower limit TTR::SMI. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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xts-object needs needs split. reference zoo::index()-object, split . bounds character vector length 1. one c('upper','lower',''). Defaults Upper.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/split_window.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"split xts object iteratively in lists of desired intervals — split_window","text":"Returns list iteratively restricted xts objects","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/split_window.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"split xts object iteratively in lists of desired intervals — split_window","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the trading volume — volume","title":"Chart the trading volume — volume","text":"high-level plotly::plot_ly()-function. function adds subchart trading trading.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the trading volume — volume","text":"","code":"volume(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the trading volume — volume","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the trading volume — volume","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the trading volume — volume","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the trading volume — volume","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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02:00:00.000000\",\"2023-10-23 02:00:00.000000\"],\"y\":[-2.5039643099515692,-2.2437903439499047,-2.3421500806506335,-2.6853061237579179,-3.0970080042727037,-3.063165907211888,-2.9990532717731209,-2.7347548301343201,-2.2152405978114471,-0.85807566921592093],\"marker\":{\"color\":\"rgba(213,105,93,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(213,105,93,1)\"},\"error_y\":{\"color\":\"rgba(213,105,93,1)\"},\"error_x\":{\"color\":\"rgba(213,105,93,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[5.2417028589149668,4.4956716305467843,3.9092499812060688,3.2836016911076782,2.6350571862460908,1.9803350319091786,1.2823072617831652,0.57037609888440377,-0.060766466114397594,-0.5178390516511121,-0.83260547425664133,-0.87170630858310405,-0.60370042023119774,0.0013303084444976261,0.91820764156559009,2.1589024129932417,3.6717505732754754,5.445795567647699,7.3561626807061895],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"color\":\"rgba(75,0,85,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(75,0,85,1)\",\"line\":{\"color\":\"rgba(75,0,85,1)\"}},\"error_y\":{\"color\":\"rgba(75,0,85,1)\"},\"error_x\":{\"color\":\"rgba(75,0,85,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-06-26 02:00:00.000000\",\"2023-07-03 02:00:00.000000\",\"2023-07-10 02:00:00.000000\",\"2023-07-17 02:00:00.000000\",\"2023-07-24 02:00:00.000000\",\"2023-07-31 02:00:00.000000\",\"2023-08-07 02:00:00.000000\",\"2023-08-14 02:00:00.000000\",\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[8.9661623419105219,6.8448947446218655,6.2291301782352759,5.3749497257276735,4.8096685137295037,4.565503921144165,4.2430017348389359,3.4042760210633682,2.7377385489633976,2.2518812865968796,1.5670999005554354,0.5982955673497603,-0.46195081802661297,-1.0828308753027094,-1.7167460099899556,-2.1643787312499163,-2.2760070639258445,-1.375914720867033,-0.58101651685288358,1.2151923916172702,3.010348562516918,4.9833257400546449,7.1690651227871216,9.4495069328589096,11.451254711290183,13.690397885424165,15.817389296659389],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"color\":\"rgba(39,73,131,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(39,73,131,1)\",\"line\":{\"color\":\"rgba(39,73,131,1)\"}},\"error_y\":{\"color\":\"rgba(39,73,131,1)\"},\"error_x\":{\"color\":\"rgba(39,73,131,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null}],\"layout\":{\"xaxis\":{\"domain\":[0,1],\"automargin\":true,\"rangeslider\":{\"visible\":false,\"thickness\":0.050000000000000003},\"anchor\":\"y3\",\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"domain\":[0,0.17999999999999997],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"domain\":[0.21999999999999995,0.38],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis\":{\"domain\":[0.42000000000000004,1],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"annotations\":[{\"text\":\"Volume\",\"font\":{\"size\":16},\"showarrow\":false,\"x\":0,\"y\":0.38,\"xref\":\"paper\",\"yref\":\"paper\"},{\"text\":\"MACD(12, 26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a769549bc1\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a769549bc1.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a7cdd4303\":{\"x\":{},\"ymin\":{},\"ymax\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"hoveron\":\"points\",\"fill\":\"toself\",\"showlegend\":true,\"legendgroup\":\"bb\",\"fillcolor\":\"rgba(70, 130, 180, 0.10)\",\"line\":{\"color\":\"transparent\"},\"name\":\"BB(20, 2, SMA)\",\"inherit\":false},\"16a7e5d823a\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Lower\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16a710d273b5\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Upper\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16a758f522bd\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"SMA\",\"line\":{\"color\":\"#4682b4\",\"dash\":\"dot\",\"width\":0.90000000000000002},\"inherit\":false},\"16a728618107\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(10)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a747a90349\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"ALMA(9)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a7e9f150b\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16a73c058c8b\":{\"showlegend\":false,\"x\":{},\"y\":{},\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"color\":{},\"colors\":[\"#65a479\",\"#d5695d\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16a7d30c8d4\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a711c5dcaa\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"","code":"vwap(  price  = \"close\",  n      = 10,  ratio = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"price character-vector length 1. \"close\" default. name vector passed TTR::VWAP n Number periods average . Must 1 nrow(x), inclusive. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16a723b39552\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16a723b39552.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16a77d718a3c\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a767ac98e3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16a751977fd8\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Weighted Moving Average (WMA) to the chart — wma","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"","code":"wma(  price  = \"close\",  n      = 10,  wts    = 1:n,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::WMA. n Number periods average . Must 1 nrow(x), inclusive. wts Vector weights.  Length wts vector must equal length x, n (default). ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is not a multiple of 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"","code":"zlema(  price  = \"close\",  n      = 10,  ratio = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::ZLEMA. n Number periods average . Must 1 nrow(x), inclusive. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> 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# script end;"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"general-1-3-1","dir":"Changelog","previous_headings":"","what":"General","title":"cryptoQuotes 1.3.1","text":"NOTE: update package longer considered experimental. Removed deprecated functions getQuote()-, getFGIndex()- getLSRatio()-functions. Removed decprecated functions availableExchanges()-, availableIntervals()- availableTickers()-functions. functions planned deleted 1.4.0 - however, decided aim JOSS- rOpenSci-subscription requires degree stability. Hence deletion function 1.3.0. expect 1.4.0 released rOpenSci-submission acceptance 🙏","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-features-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"New features","title":"cryptoQuotes 1.3.1","text":"smi()-function, subchart-indicator built TTR::SMI()-function. donchian_channel()-function, main chart-indicator built TTR::DonchianChannel()-function","code":"chart(   ticker = BTC,   main   = kline(),   indicator = list(     donchian_channel()   ),   sub = list(     smi()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"expanded-support-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Expanded Support","title":"cryptoQuotes 1.3.1","text":"get_openinterest() now supported kraken","code":"tail(   get_openinterest(     ticker   = \"PF_XBTUSD\",     interval = \"1h\",     source   = \"kraken\"   ) ) #>                     open_interest #> 2024-05-31 15:00:00      3013.342 #> 2024-05-31 16:00:00      2957.343 #> 2024-05-31 17:00:00      2960.819 #> 2024-05-31 18:00:00      2954.668 #> 2024-05-31 19:00:00      2983.686 #> 2024-05-31 20:00:00      2996.449"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Charting","title":"cryptoQuotes 1.3.1","text":"chart()-function now proper light-theme available isn’t default plotly-values. charts now displays date ranges subtitles. bollinger_bands()-function now accepts color-argument. can passed Hexadecimal-colors , \"blue\" example. new main chart function introduced. pline() univariate price chart based either open, high, low close prices.","code":"chart(   ticker = BTC,   main   = pline(price = \"close\"),   indicator = list(     bollinger_bands(     color = \"steelblue\"   )   ),   sub = list(     volume()   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"documentation-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Documentation","title":"cryptoQuotes 1.3.1","text":"documentation extensively reworked. includes, limited , sample outputs get_*-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"backend-changes-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Backend Changes","title":"cryptoQuotes 1.3.1","text":"chart()-functions longer depend rlang. Note: generally moving away rlang, purrr tidyverse general. , however, keeping tidyverse styleguide. Removed dependency conflicted-package. Prior version 1.3.0 get*-functions following syntax quantmod closely, goes function naming . adoption tidyverse style guide, conflicts needs resolved stable- experimental-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-developper-tools-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"New developper tools","title":"cryptoQuotes 1.3.1","text":"pull()-function var_ly()-function build()-function","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"breaking-changes-1-3-1","dir":"Changelog","previous_headings":"","what":"Breaking Changes","title":"cryptoQuotes 1.3.1","text":"get_fgindex()-function now returns columns lower case.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"bugfixes-1-3-1","dir":"Changelog","previous_headings":"","what":"Bugfixes","title":"cryptoQuotes 1.3.1","text":"Fixed bug get_fgindex() labelled deprecated Fixed bug limitations-article desired number observations werent compatible kraken-exchange. Fixed warning get_lsratio()-function source = \"binance\" Fixed bug lsr()-indicator broke chart()-function included. Fixed bug get_quote()-function = NULL != NULL returned quote filtered according UTC Sys.timezone() Fixed bug chart()-function inferred intervals incorrect leap years, months different 30 days.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-130","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.3.0","title":"cryptoQuotes 1.3.0","text":"CRAN release: 2024-03-12","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"general-function-improvements-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"General function improvements","title":"cryptoQuotes 1.3.0","text":"get_lsratio getLSratio() supports kraken bybit source available_-functions adaptive calling environments Now returns available exhanges supports Open, High, Low Close market data. type-argument can changed , example, lsratio get available exchanges supports Long Shorts ratios. Similar changes made remaining available_-functions.","code":"## charting the klines ## with indicators as ## subcharts available_exchanges(type = 'ohlc')"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"error-handling-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Error-handling","title":"cryptoQuotes 1.3.0","text":"get_*- available_*-functions now robust API input errors.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"default-returning-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Default Returning","title":"cryptoQuotes 1.3.0","text":"quotes fear greed index now returns 200 rows instead 100","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Charting","title":"cryptoQuotes 1.3.0","text":"charts now dark light theme. passed options = list(dark = TRUE) chart()-function. charts now color deficiency compliant, deficiency parameter options = list(deficiency = TRUE) now applies chart-elements charts now constructed without %>% , , intuitive navigate . See example ,","code":"## charting the klines ## with indicators as ## subcharts chart(   ticker     = BTC,   main       = kline(),   sub        = list(     volume()   ),   indicator = list(     bollinger_bands(),     sma(),     alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"exchange-support-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Exchange Support","title":"cryptoQuotes 1.3.0","text":"following exchanges added list exchanges available, ByBit","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-features-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"New features","title":"cryptoQuotes 1.3.0","text":"Funding rates, get_fundingrate() Open interest, get_openinterest()","code":"## get funding rate tail(   get_fundingrate(     ticker = \"BTCUSDT\",     source = \"binance\"   ) ) #>                     funding_rate #> 2024-05-30 02:00:00   0.00010000 #> 2024-05-30 10:00:00   0.00010000 #> 2024-05-30 18:00:00   0.00010000 #> 2024-05-31 02:00:00   0.00014599 #> 2024-05-31 10:00:00   0.00012268 #> 2024-05-31 18:00:00   0.00010000 ## get funding rate tail(   get_openinterest(     ticker = \"BTCUSDT\",     source = \"binance\"   ) ) #>                     open_interest #> 2024-05-26 02:00:00      72347.36 #> 2024-05-27 02:00:00      71077.10 #> 2024-05-28 02:00:00      71580.71 #> 2024-05-29 02:00:00      71880.38 #> 2024-05-30 02:00:00      76232.59 #> 2024-05-31 02:00:00      74250.55"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-0-1","dir":"Changelog","previous_headings":"Breaking Changes","what":"Charting","title":"cryptoQuotes 1.3.0","text":"charting-functions reworked without backwards compatibility, lifecycle::deprecated()-warnings. charting-functions , still , experimental-stage.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"api-calls-1-3-0","dir":"Changelog","previous_headings":"Breaking Changes","what":"API Calls","title":"cryptoQuotes 1.3.0","text":"dates passed get_*-functions assumed dates given UTC, retrieved UTC. now changed; functions now uses Sys.timezone() default upon request retrieval.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"warning-1-3-0","dir":"Changelog","previous_headings":"","what":"Warning","title":"cryptoQuotes 1.3.0","text":"cryptoQuotes-package moved tidyverse style guide, getFoo-functions now deprecated. permanently deleted, removed cryptoQuotes-package, version 1.4.0!","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-121","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.2.1","title":"cryptoQuotes 1.2.1","text":"CRAN release: 2024-01-08","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"minor-updates-1-2-1","dir":"Changelog","previous_headings":"","what":"Minor Updates","title":"cryptoQuotes 1.2.1","text":"Added DOGECOIN data. data extracted 1m chart, around Elon Musks Tweet. Added usecase Vignette Dogecoin Elon Musk showcase functionality library.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"bugfixes-1-2-1","dir":"Changelog","previous_headings":"","what":"Bugfixes","title":"cryptoQuotes 1.2.1","text":"Corrected misspelled ticker Vignette returned Quotes now UTC, . Fixed error Bitmart API weekly candles throw error.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-120","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.2.0","title":"cryptoQuotes 1.2.0","text":"arguments now flexible, supports passing Sys.Date() Sys.time() directly get-functions. getQuote() now returns 100 pips preceding specified date, = NULL. returns 100 pips, Sys.Date(), specified date. getQuote()-function can now used follows;","code":"## Specifying from ## date only; ## ## Returns 10 pips getQuote(  ticker   = 'BTCUSDT',  interval = '1d'  from     = as.character(Sys.Date() - 10)  )  ## Specifying to ## date only; ## ## Returns 100 pips getQuote(  ticker   = 'BTCUSDT',  interval = '1d'  to     = as.character(Sys.Date())  )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"market-sentiment-1-2-0","dir":"Changelog","previous_headings":"","what":"Market Sentiment","title":"cryptoQuotes 1.2.0","text":"Four new functions added, getFGIndex() returns daily Fear Greed Index. addFGIndex() adds Fear Greed Index subplot price charts. getLSRatio() returns long-short ratio varying granularity. Contributor credited. addLSRatio() adds long-short ratio subplot price charts.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"convinience-functions-added-1-2-0","dir":"Changelog","previous_headings":"","what":"Convinience functions added","title":"cryptoQuotes 1.2.0","text":"Three new convinience functions added applicable situations, removeBound() splitWindow() calibrateWindow()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"frontend-1-1-0","dir":"Changelog","previous_headings":"","what":"Frontend","title":"cryptoQuotes 1.1.0","text":"getQuote() now returns 100 pips NULL","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"backend-1-1-0","dir":"Changelog","previous_headings":"","what":"Backend","title":"cryptoQuotes 1.1.0","text":"code rewritten compatible httr2, package used httr version 1.0.0.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"future-releases-1-1-0","dir":"Changelog","previous_headings":"","what":"Future releases","title":"cryptoQuotes 1.1.0","text":"next release, three exchanges supported.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"known-bugs-1-1-0","dir":"Changelog","previous_headings":"","what":"Known bugs","title":"cryptoQuotes 1.1.0","text":"returned quotes local timezone, unintentional feature fixed bugfix.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-100","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.0.0","title":"cryptoQuotes 1.0.0","text":"CRAN release: 2023-12-13 Initial CRAN submission 🚀","code":""}]
+[{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement serkor1@duck.com. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":null,"dir":"","previous_headings":"","what":"Contributing to cryptoQuotes","title":"Contributing to cryptoQuotes","text":"outlines propose change cryptoQuotes. detailed discussion contributing tidyverse packages, please see development contributing guide code review principles.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"fixing-typos","dir":"","previous_headings":"","what":"Fixing typos","title":"Contributing to cryptoQuotes","text":"can fix typos, spelling mistakes, grammatical errors documentation directly using GitHub web interface, long changes made source file. generally means ’ll need edit roxygen2 comments .R, .Rd file. can find .R file generates .Rd reading comment first line.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"bigger-changes","dir":"","previous_headings":"","what":"Bigger changes","title":"Contributing to cryptoQuotes","text":"want make bigger change, ’s good idea first file issue make sure someone team agrees ’s needed. ’ve found bug, please file issue illustrates bug minimal reprex (also help write unit test, needed). See guide create great issue advice.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"pull-request-process","dir":"","previous_headings":"Bigger changes","what":"Pull request process","title":"Contributing to cryptoQuotes","text":"Fork package clone onto computer. haven’t done , recommend using usethis::create_from_github(\"serkor1/cryptoQuotes\", fork = TRUE). Install development dependencies devtools::install_dev_deps(), make sure package passes R CMD check running devtools::check(). R CMD check doesn’t pass cleanly, ’s good idea ask help continuing. Create Git branch pull request (PR). recommend using usethis::pr_init(\"brief-description--change\"). Make changes, commit git, create PR running usethis::pr_push(), following prompts browser. title PR briefly describe change. body PR contain Fixes #issue-number. user-facing changes, add bullet top NEWS.md (.e. just first header). Follow style described https://style.tidyverse.org/news.html.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"code-style","dir":"","previous_headings":"Bigger changes","what":"Code style","title":"Contributing to cryptoQuotes","text":"New code follow tidyverse style guide. can use styler package apply styles, please don’t restyle code nothing PR. use roxygen2, Markdown syntax, documentation. use testthat unit tests. Contributions test cases included easier accept.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/CONTRIBUTING.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Contributing to cryptoQuotes","text":"Please note cryptoQuotes project released Contributor Code Conduct. contributing project agree abide terms.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU General Public License","title":"GNU General Public License","text":"Version 2, June 1991Copyright © 1989, 1991 Free Software Foundation, Inc.,51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU General Public License","text":"licenses software designed take away freedom share change . contrast, GNU General Public License intended guarantee freedom share change free software–make sure software free users. General Public License applies Free Software Foundation’s software program whose authors commit using . (Free Software Foundation software covered GNU Lesser General Public License instead.) can apply programs, . speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge service wish), receive source code can get want , can change software use pieces new free programs; know can things. protect rights, need make restrictions forbid anyone deny rights ask surrender rights. restrictions translate certain responsibilities distribute copies software, modify . example, distribute copies program, whether gratis fee, must give recipients rights . must make sure , , receive can get source code. must show terms know rights. protect rights two steps: (1) copyright software, (2) offer license gives legal permission copy, distribute /modify software. 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License applies program work contains notice placed copyright holder saying may distributed terms General Public License. “Program”, , refers program work, “work based Program” means either Program derivative work copyright law: say, work containing Program portion , either verbatim modifications /translated another language. (Hereinafter, translation included without limitation term “modification”.) licensee addressed “”. Activities copying, distribution modification covered License; outside scope. act running Program restricted, output Program covered contents constitute work based Program (independent made running Program). 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END TERMS CONDITIONS","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively convey exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. program interactive, make output short notice like starts interactive mode: hypothetical commands show w show c show appropriate parts General Public License. course, commands use may called something show w show c; even mouse-clicks menu items–whatever suits program. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. sample; alter names: General Public License permit incorporating program proprietary programs. program subroutine library, may consider useful permit linking proprietary applications library. want , use GNU Lesser General Public License instead License.","code":"cryptoQuotes provides an unified access to major cryptocurrency exchanges using a single library.  Copyright (C) 2023  Serkan Korkmaz  This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.  This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for more details.  You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. Gnomovision version 69, Copyright (C) year name of author Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details. Yoyodyne, Inc., hereby disclaims all copyright interest in the program `Gnomovision' (which makes passes at compilers) written by James Hacker.  <signature of Ty Coon>, 1 April 1989 Ty Coon, President of Vice"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"cryptocurrency-market-data","dir":"Articles","previous_headings":"","what":"Cryptocurrency market data","title":"Cryptocurrency Market Data in R","text":"section focus market data last 24 hours, hourly chart.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"ohlc-data","dir":"Articles","previous_headings":"Cryptocurrency market data","what":"OHLC data","title":"Cryptocurrency Market Data in R","text":"get OHLC data get_quote()-function go-function, Hourly Bitcoin OHLC-V data","code":"## Get the ## SPOT price of  ## Bitcoin on the hourly BTC <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   futures  = FALSE,   interval = \"1h\",   from     = Sys.Date() - 1 )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"sentiment-data","dir":"Articles","previous_headings":"Cryptocurrency market data","what":"Sentiment data","title":"Cryptocurrency Market Data in R","text":"One sentiment indicator Bitcoin long-short ratio, can retrieved using get_lsratio()-function, Hourly Long-Short Ratio Bitcoin","code":"## Get the ## long-short ratio of  ## Bitcoin on the hourly LS_BTC <- get_lsratio(   ticker   = \"PF_XBTUSD\",   source   = \"kraken\",   interval = \"1h\",   from     = Sys.Date() - 1 )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/01-article.html","id":"limitations","dir":"Articles","previous_headings":"","what":"Limitations","title":"Cryptocurrency Market Data in R","text":"limit amount market data can extracted one call. Kraken exchange, example, limit 5000 rows data per call futures market, need data , need multiple calls. One solution following, Note: indepth analysis various limitations workarounds please see cryptoQuotes wiki Github","code":"## Get the SPOT ## market for over  ## 2000 rows tryCatch(   get_quote(     ticker   = \"PF_XBTUSD\",     source   = \"kraken\",     futures  = TRUE,     interval = \"5m\",     from     = Sys.Date() - 25,     to       = Sys.Date()   ),   error = function(error) {          error        } ) #> <error/rlang_error> #> Error in `base::tryCatch()`: #> ✖ Time period too large, too many bars (7200), maximum is 5000! #> --- #> Backtrace: #>      ▆ #>   1. ├─base::tryCatch(...) #>   2. │ └─base (local) tryCatchList(expr, classes, parentenv, handlers) #>   3. │   └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]]) #>   4. │     └─base (local) doTryCatch(return(expr), name, parentenv, handler) #>   5. └─cryptoQuotes::get_quote(...) #>   6.   └─cryptoQuotes:::fetch(...) #>   7.     ├─cryptoQuotes:::flatten(...) #>   8.     └─cryptoQuotes:::GET(...) #>   9.       └─base::tryCatch(...) #>  10.         └─base (local) tryCatchList(expr, classes, parentenv, handlers) #>  11.           └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]]) #>  12.             └─value[[3L]](cond) ## 1) create date ## sequence dates <- seq(   from       = as.POSIXct(Sys.Date()),   by         = \"-5 mins\",   length.out = 10000 )  ## 2) split the sequence ## in multiples of 100 ## by assigning numbers ## to each indices of 100 idx <- rep(   x    = 1:2,   each = 5000 )  ## 3) use the idx to split ## the dates into equal parts split_dates <- split(   x = dates,   f = idx )  ## 4) collect all all ## calls in a list ## using lapply ohlc <- lapply(   X   = split_dates,   FUN = function(dates){          Sys.sleep(1)          cryptoQuotes::get_quote(       ticker   = \"PF_XBTUSD\",       source   = \"kraken\",       futures  = TRUE,       interval = \"5m\",       from     = min(dates),       to       = max(dates)     )        } )  ## 4.1) rbind all ## elements nrow(   ohlc <- do.call(     what = rbind,     args = ohlc   ) ) #> [1] 10000"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"price-charts","dir":"Articles","previous_headings":"","what":"Price charts","title":"Interactive Cryptocurrency Charts in R","text":"two main price charts. Japanese candlestick chart, kline(), basic OHLC chart, ohlc(), charts. chart wrapped chart()-function. charts comes volume bollinger bands default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"candlestick-charts","dir":"Articles","previous_headings":"Price charts","what":"Candlestick charts","title":"Interactive Cryptocurrency Charts in R","text":"","code":"## chart BTC ## with candlesticks chart(   ticker = BTC,   main   = kline() )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"ohlc-charts","dir":"Articles","previous_headings":"Price charts","what":"OHLC charts","title":"Interactive Cryptocurrency Charts in R","text":"chart()-function comes various options color deficiency themes. Use ?chart details.","code":"## chart BTC ## with candlesticks chart(   ticker = BTC,   main   = ohlc() )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"charting-indicators","dir":"Articles","previous_headings":"","what":"Charting indicators","title":"Interactive Cryptocurrency Charts in R","text":"charts supports various indicators RSI, MACD MA. can passed respective arguments follows,","code":"## chart BTC ## with candlesticks ## and various indicators chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     rsi(),     macd()   ),   indicator = list(     sma(n = 7),     sma(n = 21),     bollinger_bands()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"charting-events","dir":"Articles","previous_headings":"","what":"Charting events","title":"Interactive Cryptocurrency Charts in R","text":"charts supports passing event_data, type data.frame, can plotted chart. example plotting crossing MA, Based cross indicator, BTC pair can now subset, processed accordingly. Finally, crosses can plotted using chart() addEvents() functions, like ,","code":"## Calculate moving averages ## SMA(7) and SMA(10) BTC$short_SMA <- TTR::SMA(   x = BTC$close,   n = 7 )  BTC$long_SMA <- TTR::SMA(   x = BTC$close,   n = 21 )  ## Determine the cross ## from below BTC$cross <- as.numeric(   lag(BTC$short_SMA) < BTC$long_SMA &     BTC$short_SMA > BTC$long_SMA  ) ## create event data ## and store it as a data.rfrae event_data <- subset(   BTC,   cross == 1 )  # 1.1) Extract the index # from the event data index <- zoo::index(   event_data )  # 1.2) Convert the coredata # into a data.frame event_data <- as.data.frame(   zoo::coredata(event_data) )  # 1.3) Add the index into the data.frame # case insensitive event_data$index <- index  # 1.4) add events to the data. # here we use Buys and Sells. event_data$event <- 'Bull Cross' event_data$color <- 'darkgray' ## add the events ## the chart, along ## with Moving averages ## and the Bollinger Bands ## in a candlestick chart chart(   ticker    = BTC,   main      = kline(),   indicator = list(     bollinger_bands(),     sma(n = 7),     sma(n = 21)   ),   event_data = event_data )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/02-article.html","id":"limitations","dir":"Articles","previous_headings":"","what":"Limitations","title":"Interactive Cryptocurrency Charts in R","text":"charting functions still experimental-phase per version 1.3.0, might therefore include various bugs sizes.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"ohlc-local","dir":"Articles","previous_headings":"Different time zones","what":"OHLC (Local)","title":"Time Zones","text":"passed valid date-type characters, sys.time() .POSIXct() without specifying TZ returned xts::index() ‘’,","code":"## Get hourly ## BTC between ## 20.00 and 22.00 from ## yesterday BTC_local <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   interval = \"1h\",   futures  = FALSE,   from     = paste(Sys.Date()-1, \"20:00:00\"),   to       = paste(Sys.Date()-1, \"22:00:00\") )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"ohlc-utc","dir":"Articles","previous_headings":"Different time zones","what":"OHLC (UTC)","title":"Time Zones","text":"passed .POSIXct() specifying TZ returned xts::index() internally converted,","code":"## Get hourly ## BTC between ## 20.00 and 22.00 from ## yesterday BTC_utc <- get_quote(   ticker   = \"BTCUSD\",   source   = \"kraken\",   interval = \"1h\",   futures  = FALSE,   from     = as.POSIXct(paste(Sys.Date()-1, \"20:00:00\"), tz = \"UTC\"),   to       = as.POSIXct(paste(Sys.Date()-1, \"22:00:00\"), tz = \"UTC\") )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"difference","dir":"Articles","previous_headings":"Different time zones","what":"Difference","title":"Time Zones","text":"case returned index , alongside OHLC-V data, different, Time zone comparsion","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/03-article.html","id":"changing-the-time-zones","dir":"Articles","previous_headings":"","what":"Changing the time zones","title":"Time Zones","text":"time zones can converted using xts::tzone()-function. example converting BTC UTC, Time zone comparsion converted time zones now match original argument-input BTC_utc.","code":"## 1) Change time ## zone to UTC ##  ## Store BTC_utc in ## a new variable to avoid ## replacing it. Not necessary in the  ## real world - its just for  ## demonstrations BTC_tzone <- BTC_utc  xts::tzone(BTC_tzone) <- \"UTC\""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"converting-xts-and-zoo-to-tibble","dir":"Articles","previous_headings":"","what":"Converting xts and zoo to tibble","title":"Converting XTS and ZOO objects","text":"Converting tibble requires steps achieve data structure xts,","code":"# 1) load pipe library(magrittr)  # 2) convert to tibble # using as_tibble tbl <- tibble::as_tibble(   x = cbind(     index = zoo::index(ATOM),     zoo::coredata(ATOM)   ) ) %>% dplyr::mutate(   index = lubridate::as_datetime(     index   ) )  # 3) head data head(tbl, 3) #> # A tibble: 3 × 6 #>   index                open  high   low close volume #>   <dttm>              <dbl> <dbl> <dbl> <dbl>  <dbl> #> 1 2023-12-29 23:00:00  10.9  10.9  10.9  10.9  3260. #> 2 2023-12-29 23:15:00  10.9  11.0  10.9  11.0  1863. #> 3 2023-12-29 23:30:00  11.0  11.0  10.9  11.0  1861."},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"converting-xts-and-zoo-to-data-table","dir":"Articles","previous_headings":"","what":"Converting xts and zoo to data.table","title":"Converting XTS and ZOO objects","text":"Converting data.table straightforward .data.table() handles everything hood,","code":"# 1) convert to data.table # using as.data.table DT <- data.table::as.data.table(   ATOM )   # 2) head data head(DT, 3) #>                  index    open    high     low   close   volume #>                 <POSc>   <num>   <num>   <num>   <num>    <num> #> 1: 2023-12-30 00:00:00 10.8778 10.9133 10.8775 10.9089 3259.760 #> 2: 2023-12-30 00:15:00 10.9089 10.9530 10.9008 10.9512 1862.697 #> 3: 2023-12-30 00:30:00 10.9512 10.9884 10.9373 10.9832 1861.493"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"checking-date-integrity","dir":"Articles","previous_headings":"Checking data integrity","what":"Checking date integrity","title":"Converting XTS and ZOO objects","text":"important date.time converted different timezone process, without explicitly coding ,","code":"# 1) store date.time objects time_objects <- list(   tbl = tbl$Index,   DT  = DT$Index ) #> Warning: Unknown or uninitialised column: `Index`. # 2) check if they are all equal all(   vapply(     X   = time_objects,     FUN = function(x) {              setequal(         x = x,         y = zoo::index(ATOM)         )            },     FUN.VALUE = logical(1)   ) ) #> [1] FALSE"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"checking-ohlcv-values","dir":"Articles","previous_headings":"Checking data integrity","what":"Checking OHLCV values","title":"Converting XTS and ZOO objects","text":"goes without saying R-functions wouldn’t tamper order data conversion without warning documentation, nonetheless sake argument, check OHLCV values,","code":"# 1) store price objects # Open price here open_price <- list(   tbl = tbl$Open,   DT  = DT$Open ) #> Warning: Unknown or uninitialised column: `Open`. # 2) check if they are all equal all(   vapply(     X   = open_price,     FUN = function(x) {              setequal(         x = x,         y = ATOM$Open         )            },     FUN.VALUE = logical(1)   ) ) #> [1] TRUE"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/04-article.html","id":"why-even-convert","dir":"Articles","previous_headings":"","what":"Why even convert?","title":"Converting XTS and ZOO objects","text":"Even though numerical operations xts-objects lightning fast (12% faster data.table), comes cost; doesn’t support factors characters. Converting xts-object simple trivial process, simplifies grouped operations verbose manner.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"cryptocurrency-and-quantmod","dir":"Articles","previous_headings":"","what":"Cryptocurrency and quantmod","title":"Cryptocurrency Market Data with quantmod and TTR","text":"BTC can passed charting functions, used quantmod::tradeModel()-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"building-cryptocurrency-trade-models","dir":"Articles","previous_headings":"Cryptocurrency and quantmod","what":"Building Cryptocurrency Trade Models","title":"Cryptocurrency Market Data with quantmod and TTR","text":"example use quantmod::tradeModel BTC,","code":"## 1) specify ## the model lhs <- quantmod::Next(quantmod::OpCl(BTC)) rhs <- quantmod::Lag(quantmod::OpHi(BTC),0:3)  BTC_model <- quantmod::specifyModel(   formula = lhs ~ rhs )  ## 2) build the ## model built_model <-  quantmod::buildModel(   x            = BTC_model,   method       = 'lm',   training.per = range(head(zoo::index(BTC), 10)) )  ## 3) trade the model quantmod::tradeModel(built_model, leverage = 2) #>  #>   Model:  lm1717190012.22198  #>  #>   C.A.G.R.:  69.21%  H.P.R.:  33.94%  #>  #>   Returns by period summary: #>  #>              weekly monthly quarterly yearly #>     Max.     25.77%  48.73%    31.94% 58.17% #>     3rd Qu.   6.62%  47.45%    28.92% 58.17% #>     Mean      2.79%  13.29%    25.91% 58.17% #>     Median   -1.69%   1.88%    25.91% 58.17% #>     2rd Qu.  -4.94% -12.93%    22.90% 58.17% #>     Min.    -14.61% -18.69%    19.88% 58.17% #>  #>   Period to date returns: #>  #>              weekly monthly quarterly yearly #>              -2.58%  47.45%    19.88% 58.17%"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"charting-cryptocurrency-with-quantmod","dir":"Articles","previous_headings":"Cryptocurrency and quantmod","what":"Charting Cryptocurrency with quantmod","title":"Cryptocurrency Market Data with quantmod and TTR","text":"","code":"## chart the ## BTC with candlesticks ## and Bollinger BAnds quantmod::chartSeries(   x    = BTC,   type = \"candlesticks\",   TA   = c(     quantmod::addBBands()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/05-article.html","id":"cryptocurrency-and-ttr","dir":"Articles","previous_headings":"","what":"Cryptocurrency and TTR","title":"Cryptocurrency Market Data with quantmod and TTR","text":"example use BBands()-function TTR-package, Bitcoin Bollinger Bands using TTR","code":"# 1) calculate # Bollinger Bands indicator <- TTR::BBands(   quantmod::HLC(BTC) )  # 2) add to the  # cryptocurrency quote BTC <- cbind(   BTC,    indicator )"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"open-high-low-close-an-volume","dir":"Articles","previous_headings":"Cryptocurrency market data in R","what":"Open, High, Low, Close an Volume","title":"Introduction: Cryptocurrency Market Data in R","text":"extract Bitcoin market data hourly intervals, store BTC, market data can extracted different intervals using interval-argument. see available intervals, available_intervals()-function can used,","code":"## extract Bitcoin ## market on the hourly  ## chart BTC <- get_quote(   ticker   = \"XBTUSDT\",   source   = \"kraken\",   futures  = FALSE,    interval = \"1h\" ) #>                        open    high     low   close     volume #> 2024-05-31 16:00:00 67255.7 67255.7 66692.3 67188.8 26.0417470 #> 2024-05-31 17:00:00 67176.7 67449.1 67165.7 67344.1  4.4851455 #> 2024-05-31 18:00:00 67360.1 67431.0 67200.0 67411.7  3.4434494 #> 2024-05-31 19:00:00 67406.1 67948.0 67361.9 67660.4  5.4238393 #> 2024-05-31 20:00:00 67672.2 67792.7 67597.9 67668.0  3.3599569 #> 2024-05-31 21:00:00 67668.1 67711.1 67668.1 67674.7  0.0365553 ## get available ## intervals for OHLC ## on Kraken available_intervals(   source  = \"kraken\",   type    = \"ohlc\",   futures = FALSE ) #> ℹ Available Intervals at \"kraken\" (spot): #> ✔ 1m, 5m, 15m, 30m, 1h, 4h, 1d, 1w, 2w"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"sentiment-data","dir":"Articles","previous_headings":"Cryptocurrency market data in R","what":"Sentiment Data","title":"Introduction: Cryptocurrency Market Data in R","text":"put Bitcoin price action perspective, interesting sentiment indicator like long short ratio can extracted, gives error. source error ticker-naming convention; long short ratio specific perpetual futures market, current ticker specific spot-market, endpoint throws error. circumvent , can either use perpetual futures throughout script, modify ticker-argument follows, ticker specific perpetual futures market can extracted using available_tickers futures = TRUE follows,","code":"## extract long-short ## ratio on Bitcoin ## using the hourly chart LS_BTC <- try(    get_lsratio(     ticker   = \"XBTUSDT\",     source   = \"kraken\",     interval = \"1h\"   ) ) #> Error in (function (..., row.names = NULL, check.rows = FALSE, check.names = TRUE,  :  #>   arguments imply differing number of rows: 0, 1 ## extract long-short ## ratio on Bitcoin ## using the hourly chart LS_BTC <- get_lsratio(   ticker   = \"PF_XBTUSD\",   source   = \"kraken\",   interval = \"1h\" ) #>                       long  short ls_ratio #> 2024-05-31 16:00:00 0.7463 0.2537 2.941663 #> 2024-05-31 17:00:00 0.7504 0.2496 3.006410 #> 2024-05-31 18:00:00 0.7507 0.2493 3.011231 #> 2024-05-31 19:00:00 0.7541 0.2459 3.066694 #> 2024-05-31 20:00:00 0.7443 0.2557 2.910833 #> 2024-05-31 21:00:00 0.7463 0.2537 2.941663 # show a sample of  # the available tickers sample(   x = available_tickers(     source  = \"kraken\",     futures = TRUE   ),   size = 5 ) #> [1] \"PF_KAVAUSD\"       \"PF_LTCUSD\"        \"PF_BATUSD\"        \"PF_TRUUSD\"        #> [5] \"FF_XBTUSD_240628\""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"charting-cryptocurrency-market-data","dir":"Articles","previous_headings":"","what":"Charting cryptocurrency market data","title":"Introduction: Cryptocurrency Market Data in R","text":"Bitcoin market data can charted using chart()-function, uses plotly backend,","code":"# candlestick chart with # volume and Long to Short Ratio chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     lsr(ratio = LS_BTC)   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/cryptoQuotes.html","id":"adding-indicators","dir":"Articles","previous_headings":"Charting cryptocurrency market data","what":"Adding indicators","title":"Introduction: Cryptocurrency Market Data in R","text":"cryptoQuotes-package also acts API-client TTR-package, supports functions. can add Moving Average indicators, bollinger bands chart using indicator-argument,","code":"# candlestick chart with # volume and Long to Short Ratio chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     lsr(ratio = LS_BTC)   ),   indicator = list(     sma(n = 7),     sma(n = 14),     sma(n = 21),     bollinger_bands(       color = \"steelblue\"     )   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"charting-indicators","dir":"Articles","previous_headings":"","what":"Charting indicators","title":"A Guide on Custom Indicators","text":"chart, indicators macd() bollinger_bands(). indicator created using TTR-package.","code":"chart(   ticker    = BTC,   main      = kline(),   sub       = list(     macd()     ),   indicator = list(     bollinger_bands()   )  )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"the-anatomy-of-indicators","dir":"Articles","previous_headings":"Charting indicators","what":"The anatomy of indicators","title":"A Guide on Custom Indicators","text":"indicator either main chart- subchart-indicator, lets call classes consistency. source code class indicator given , Common indicator classes wrapped structure, class = c(\"plotly\", \"htmlwidget\"), differentiates two classes indicators, addition indicator subchart yourclass-placeholder. indicator logic important correct charting custom indicator. cryptoQuotes-package uses plotly backend charting, class indicator consistent use plotly-functions. specifically; subchart-indicators uses plotly::plot_ly()-functions, main chart indicator uses add_*-functions. creating custom indicators couple additional steps needed covered examples.","code":"#> function (n = 20, sd = 2, maType = \"SMA\", color = \"#4682b4\",  #>     ...)  #> { #>     check_indicator_call() #>     structure(.Data = { #>         args <- list(...) #>         linewidth <- 0.9 #>         data <- indicator(x = args$data, columns = c(\"high\",  #>             \"low\", \"close\"), .f = TTR::BBands, n = n, sd = sd,  #>             maType = maType) #>         layers <- list(list(type = \"add_lines\", params = list(showlegend = FALSE,  #>             legendgroup = \"bb\", name = \"Lower\", inherit = FALSE,  #>             data = data, x = ~index, y = ~dn, line = list(color = color,  #>                 width = linewidth))), list(type = \"add_lines\",  #>             params = list(showlegend = FALSE, legendgroup = \"bb\",  #>                 name = \"Upper\", inherit = FALSE, data = data,  #>                 x = ~index, y = ~up, line = list(color = color,  #>                   width = linewidth))), list(type = \"add_lines\",  #>             params = list(showlegend = FALSE, legendgroup = \"bb\",  #>                 name = paste(maType), inherit = FALSE, data = data,  #>                 x = ~index, y = ~mavg, line = list(color = color,  #>                   dash = \"dot\", width = linewidth)))) #>         plot <- plotly::add_ribbons(showlegend = TRUE, legendgroup = \"bb\",  #>             p = args$plot, inherit = FALSE, x = ~index, ymin = ~dn,  #>             ymax = ~up, data = data, fillcolor = as_rgb(alpha = 0.1,  #>                 hex_color = color), line = list(color = \"transparent\"),  #>             name = paste0(\"BB(\", paste(c(n, sd, maType), collapse = \", \"),  #>                 \")\")) #>         plot <- build(plot = plot, layers = layers) #>         invisible(plot) #>     }, class = c(\"indicator\", \"plotly\", \"htmlwidget\")) #> } #> <bytecode: 0x56473cd47df0> #> <environment: namespace:cryptoQuotes> #> function (nFast = 12, nSlow = 26, nSig = 9, maType = \"SMA\", percent = TRUE,  #>     ...)  #> { #>     check_indicator_call() #>     structure(.Data = { #>         args <- list(...) #>         linewidth <- 0.9 #>         data <- indicator(x = args$data, columns = \"close\", .f = TTR::MACD,  #>             nFast = nFast, nSlow = nSlow, nSig = nSig, maType = maType,  #>             percent = percent) #>         data$direction <- as.logical(data$signal >= data$macd) #>         p <- plotly::plot_ly(data = data, showlegend = FALSE,  #>             name = \"MACD\", x = ~index, y = ~(macd - signal),  #>             color = ~direction, colors = c(args$candle_color$bullish,  #>                 args$candle_color$bearish), type = \"bar\", marker = list(line = list(color = \"black\",  #>                 width = 0.5))) #>         layers <- list(list(type = \"add_lines\", params = list(name = \"MACD: Signal\",  #>             data = data, showlegend = FALSE, x = ~index, y = ~signal,  #>             inherit = FALSE, line = list(width = linewidth))),  #>             list(type = \"add_lines\", params = list(name = \"MACD: MACD\",  #>                 data = data, showlegend = FALSE, x = ~index,  #>                 y = ~macd, inherit = FALSE, line = list(width = linewidth)))) #>         p <- build(plot = p, layers = layers, annotations = list(list(text = paste0(\"MACD(\",  #>             paste(c(nFast, nSlow, nSig), collapse = \", \"), \")\"),  #>             x = 0, y = 1, font = list(size = 16), xref = \"paper\",  #>             yref = \"paper\", showarrow = FALSE)), yaxis = list(title = NA)) #>         p #>     }, class = c(\"subchart\", \"plotly\", \"htmlwidget\")) #> } #> <bytecode: 0x5647408c4508> #> <environment: namespace:cryptoQuotes> structure(   .Data = {      # Indicator Logic      },   class = c(     yourclass,     \"plotly\",      \"htmlwidget\"   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"donchian-channels-example","dir":"Articles","previous_headings":"","what":"Donchian Channels (Example)","title":"A Guide on Custom Indicators","text":"Assume trading strategy based Donchian Channels (TTR::DonchianChannel()) needed optimize profits. indicator main chart indicator, similar TTR::BBands(), indicator three features; high, mid low. chart indicator, need call plotly::add_lines()-function three times chart properly. features defined layers cryptoQuotes-package. layers get built cryptoQuotes:::build()-function. indicator function can passed appropriate argument chart()-function, handle everything else,","code":"tail(   TTR::DonchianChannel(     HL = BTC[,c(\"high\", \"low\")]   ) ) #>                         high      mid      low #> 2023-11-20 01:00:00 38413.00 32201.69 25990.39 #> 2023-11-27 01:00:00 40287.09 33138.74 25990.39 #> 2023-12-04 01:00:00 44717.63 35625.11 26532.59 #> 2023-12-11 01:00:00 44717.63 35625.11 26532.59 #> 2023-12-18 01:00:00 44717.63 35914.86 27112.09 #> 2023-12-25 01:00:00 44717.63 37301.64 29885.65 ## define custom TA ## donchian_channel donchian_channel <- function(     ## these arguments are the     ## available arguments in the TTR::DonchianChannel     ## function     n = 10,     include.lag = FALSE,     ## the ellipsis     ## is needed to interact with     ## the chart-function     ... ) {      structure(     .Data = {              ## 1) define args       ## as a list from the ellipsis       ## which is how the chart-function       ## communicates with the indicators       args <- list(         ...       )              ## 2) define the data, which in this       ## case is the indicator. The indicator       ## function streamlines the data so it works       ## with plotly       data <- cryptoQuotes:::indicator(         ## this is just the ticker         ## that is passed into the chart-function         x = args$data,                  ## columns are the columns of the ohlc         ## which the indicator is calculated on         columns = c(\"high\", \"low\"),                  ## the function itself          ## can be a custom function         ## too.         .f = TTR::DonchianChannel,                  ## all other arguments         ## passed into .f         n = n,         include.lag = FALSE       )              ## each layer represents       ## each output from the indicator       ## in this case we have       ## high, mid and low.       ##        ## The lists represents a plotly-function       ## and its associated parameters.       layers <- list(         ## high         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"high\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~high,             line = list(               color = \"#d38b68\",               width = 0.9             )           )         ),                  ## mid         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"mid\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~mid,             line = list(               color = \"#d38b68\",               dash ='dot',               width = 0.9             )           )         ),                  ## low         list(           type = \"add_lines\",           params = list(             showlegend = FALSE,             legendgroup = \"DC\",             name = \"low\",             inherit = FALSE,             data = data,             x    = ~index,             y    = ~low,             line = list(               color = \"#d38b68\",               width = 0.9             )           )         )       )              ## we can add ribbons       ## to the main plot to give       ## it a more structured look.       plot <- plotly::add_ribbons(         showlegend = TRUE,         legendgroup = 'DC',         p = args$plot,         inherit = FALSE,         x = ~index,         ymin = ~low,         ymax = ~high,         data = data,         fillcolor = cryptoQuotes:::as_rgb(alpha = 0.1, hex_color = \"#d38b68\"),         line = list(           color = \"transparent\"         ),         name = paste0(\"DC(\", paste(c(n), collapse = \", \"), \")\")       )              ## the plot has to be build       ## using the cryptoQuotes::build-function       invisible(         cryptoQuotes:::build(           plot,           layers = layers         )       )            }   )    } chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume()   ),   indicator = list(     bollinger_bands(),     donchian_channel()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"commodity-channel-index-example","dir":"Articles","previous_headings":"","what":"Commodity Channel Index (Example)","title":"A Guide on Custom Indicators","text":"Assume trading strategy based Commodity Channel Indices (TTR::CCI()) needed optimize profits. indicator subchart indicator similar TTR::RSI(), indicator single feature; cci. indicator subchart indicator single feature, need single layer built plot_ly(),","code":"tail(   TTR::CCI(     HLC = BTC[,c(\"high\", \"low\", \"close\")]   ) ) #>                          cci #> 2023-11-20 01:00:00 160.6662 #> 2023-11-27 01:00:00 161.5154 #> 2023-12-04 01:00:00 180.2841 #> 2023-12-11 01:00:00 136.9892 #> 2023-12-18 01:00:00 126.4533 #> 2023-12-25 01:00:00 108.8575 ## define custom TA ## Commodity Channel Index (CCI) cc_index <- function(     ## these arguments are the     ## available arguments in the TTR::CCI     ## function     n = 20,     maType,     c = 0.015,     ## the ellipsis     ## is needed to interact with     ## the chart-function     ... ) {      structure(     .Data = {              ## 1) define args       ## as a list from the ellipsis       ## which is how the chart-function       ## communicates with the indicators       args <- list(         ...       )              ## 2) define the data, which in this       ## case is the indicator. The indicator       ## function streamlines the data so it works       ## with plotly       data <- cryptoQuotes:::indicator(         ## this is just the ticker         ## that is passed into the chart-function         x = args$data,                  ## columns are the columns of the ohlc         ## which the indicator is calculated on         columns = c(\"high\", \"low\", \"close\"),                  ## the function itself          ## can be a custom function         ## too.         .f = TTR::CCI,                  ## all other arguments         ## passed into .f         n = n,         maType = maType,         c      = c       )                     layer <- list(         list(           type = \"plot_ly\",           params = list(             name = paste0(\"CCI(\", n,\")\"),             data = data,             showlegend = TRUE,             x = ~index,             y = ~cci,             type = \"scatter\",             mode = \"lines\",             line = list(               color = cryptoQuotes:::as_rgb(alpha = 1, hex_color = \"#d38b68\"),               width = 0.9             )           )                    )       )              cryptoQuotes:::build(         plot = args$plot,         layers = layer,         annotations = list(           list(             text = \"Commodity Channel Index\",             x = 0,             y = 1,             font = list(               size = 18             ),             xref = 'paper',             yref = 'paper',             showarrow = FALSE           )         )       )                          }   )    } chart(   ticker = BTC,   main   = kline(),   sub    = list(     volume(),     cc_index()   ),   indicator = list(     bollinger_bands(),     donchian_channel()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/custom_indicators.html","id":"summary","dir":"Articles","previous_headings":"","what":"Summary","title":"A Guide on Custom Indicators","text":"Creating custom indicators chart()-functions can daunting. Two examples developed th e cryptoQuotes-packages covered. Note: full pipeline charting indicators, custom built-, released sometime future. summarise example, Define indicator-function (e.g TTR::CCI()) Wrap indicator-function cryptoQuotes:::indicator() Define layers according features, wether subchart main chart indicator Build chart using cryptoQuotes:::build() Add chart-function indicator appropriate argument chart()-function","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"Usecase","text":"high-level API-client provides open access cryptocurrency market data without relying low-level coding API-keys. Currently actively traded cryptocurrencies either binance, bybit, bitmart, kucoin kraken available. vignette explore case study showcase capabilities cryptoQuotes-package; Dogecoin-market react Elon Musks following tweet, Tweet Elon Musk - timezone CET.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"cryptocurrency-market-analysis-in-r","dir":"Articles","previous_headings":"","what":"Cryptocurrency Market Analysis in R","title":"Usecase","text":"Elon Musk tweeted (Well, now X’ed) Dogecoin January 14, 06.18 (UTC) - Dogecoin rallied. determine fast markets reacted tweets, get market data Dogecoin 1 minute intervals day tweeeted using getQuotes(), returns object class xts zoo 61 rows. calculate rally within first minute tweet, can use xts-syntax determine much rallied, Dogecoin rallied 8.71% within minute Elon Musk tweeted.","code":"## DOGEUSDT the day ## of the tweet on the ## 1m chart DOGE <- cryptoQuotes::get_quote(   ticker   = 'DOGE-USDT',   interval = '1m',   source   = 'kucoin',   futures  = FALSE,   from     = '2022-01-14 07:00:00',   to       = '2022-01-14 08:00:00' ) ## extrat the ## tweet moment tweet_moment <- DOGE[\"2022-01-14 07:18:00\"]  ## calculate  ## rally cat(   \"Doge closed:\", round((tweet_moment$close/tweet_moment$open - 1),4) * 100, \"%\" ) #> Doge closed: 8.71 %"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"charting-price-action-with-candlesticks","dir":"Articles","previous_headings":"Cryptocurrency Market Analysis in R","what":"Charting price action with candlesticks","title":"Usecase","text":"can illustrate candlestick charts using chart()- kline()-function,","code":"## chart the ## price action ## using klines cryptoQuotes::chart(   ticker     = DOGE,   main       = cryptoQuotes::kline(),   indicator  = list(     cryptoQuotes::bollinger_bands()   ),   sub  = list(     cryptoQuotes::volume()   ),   options = list(     dark = FALSE   ) ) #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length"},{"path":"https://serkor1.github.io/cryptoQuotes/articles/usecase.html","id":"charting-price-action-with-event-lines","dir":"Articles","previous_headings":"Cryptocurrency Market Analysis in R","what":"Charting price action with event lines","title":"Usecase","text":"create , presumably, better visual overview can add event lines using event_data-argument, takes data.frame kind argument, event data, can passed chart follows,","code":"## 1) create event data.frame ## by subsetting the data event_data <- as.data.frame(   zoo::coredata(     DOGE[\"2022-01-14 07:18:00\"]   ) )  ## 1.1) add the index  ## to the event_data event_data$index <- zoo::index(   DOGE[\"2022-01-14 07:18:00\"] )  # 1.2) add event label # to the data event_data$event <- 'Elon Musk Tweets'  # 1.3) add color to the # event label event_data$color <- 'steelblue' ## 1) chart the ## price action ## using klines cryptoQuotes::chart(   ticker     = DOGE,   event_data = event_data,   main       = cryptoQuotes::kline(),   indicator  = list(     cryptoQuotes::bollinger_bands()   ),   sub = list(     cryptoQuotes::volume()   ),   options = list(     dark = FALSE   ) ) #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length #> Warning in call_stack == calling_function: longer object length is not a #> multiple of shorter object length"},{"path":"https://serkor1.github.io/cryptoQuotes/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Serkan Korkmaz. Maintainer, author, contributor, copyright holder. Jonas Cuzulan Hirani. Contributor.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Korkmaz S (2024). cryptoQuotes: Streamlined Access Cryptocurrency OHLC-V Market Data Sentiment Indicators. R package version 1.3.1, https://github.com/serkor1/cryptoQuotes, https://serkor1.github.io/cryptoQuotes/.","code":"@Manual{,   title = {cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators},   author = {Serkan Korkmaz},   year = {2024},   note = {R package version 1.3.1, https://github.com/serkor1/cryptoQuotes},   url = {https://serkor1.github.io/cryptoQuotes/}, }"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"open-access-to-cryptocurrency-market-data-in-r-","dir":"","previous_headings":"","what":"Cryptocurrency with R","title":"Cryptocurrency with R","text":"cryptoQuotes-package high-level API client accessing public market data endpoints major cryptocurrency exchanges. supports open, high, low, close volume (OHLC-V) data variety sentiment indicators; market data high quality can retrieved intervals ranging seconds months. market data accessed processed without relying crawlers, API keys, ensuring open, reliable, access researchers, traders students alike.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"example-bitcoin-ohlc-v-with-long-short-ratios","dir":"","previous_headings":"","what":"Example: Bitcoin OHLC-V with Long-Short Ratios","title":"Cryptocurrency with R","text":"Bitcoin (BTC) 30 minute intervals Long-Short Ratios.","code":"## get OHLC-V in 30 minute intervals ## for Bitcoin from Binance ## futures market since yesterday BTC <- cryptoQuotes::get_quote(   ticker   = 'BTCUSDT',   source   = 'binance',   futures  = TRUE,   interval = '30m',   from     = Sys.Date() - 1  )  ## get the Long-Short Ratios in 30 minute ## intervals for Bitcoin from  ## Binance since yesterday BTC_LSR <- cryptoQuotes::get_lsratio(   ticker   = 'BTCUSDT',   source   = 'binance',   interval = '30m',   from     = Sys.Date() - 1  )  ## merge the OHLC-B ## and Long-Short Ratios BTC <- merge(   BTC,   BTC_LSR )"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"shield-stable-version","dir":"","previous_headings":"ℹ️ Installation","what":"🛡️ Stable version","title":"Cryptocurrency with R","text":"","code":"## install from CRAN install.packages(   pkgs = 'cryptoQuotes',   dependencies = TRUE )"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"hammer_and_wrench-development-version","dir":"","previous_headings":"ℹ️ Installation","what":"🛠️ Development version","title":"Cryptocurrency with R","text":"","code":"## install from github devtools::install_github(   repo = 'https://github.com/serkor1/cryptoQuotes/',   ref  = 'development' )"},{"path":"https://serkor1.github.io/cryptoQuotes/index.html","id":"information_source-code-of-conduct","dir":"","previous_headings":"","what":"ℹ️ Code of Conduct","title":"Cryptocurrency with R","text":"Please note cryptoQuotes project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":null,"dir":"Reference","previous_headings":"","what":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"dataset contains time-series data ATOM (ATOM) denominated USDT (Tether), captured 15-minute intervals. data spans December 30 December 31, 2023.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"","code":"ATOM"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"xts::xts()-object 97 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ATOM.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated ATOM (ATOMUSDT) 15-Minute Intervals — ATOM","text":"","code":"# Load the dataset data(\"ATOM\")  # chart chart(   ticker = ATOM,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2023-12-30 00:00:00.000000\",\"2023-12-30 00:15:00.000000\",\"2023-12-30 00:30:00.000000\",\"2023-12-30 00:45:00.000000\",\"2023-12-30 01:00:00.000000\",\"2023-12-30 01:15:00.000000\",\"2023-12-30 01:30:00.000000\",\"2023-12-30 01:45:00.000000\",\"2023-12-30 02:00:00.000000\",\"2023-12-30 02:15:00.000000\",\"2023-12-30 02:30:00.000000\",\"2023-12-30 02:45:00.000000\",\"2023-12-30 03:00:00.000000\",\"2023-12-30 03:15:00.000000\",\"2023-12-30 03:30:00.000000\",\"2023-12-30 03:45:00.000000\",\"2023-12-30 04:00:00.000000\",\"2023-12-30 04:15:00.000000\",\"2023-12-30 04:30:00.000000\",\"2023-12-30 04:45:00.000000\",\"2023-12-30 05:00:00.000000\",\"2023-12-30 05:15:00.000000\",\"2023-12-30 05:30:00.000000\",\"2023-12-30 05:45:00.000000\",\"2023-12-30 06:00:00.000000\",\"2023-12-30 06:15:00.000000\",\"2023-12-30 06:30:00.000000\",\"2023-12-30 06:45:00.000000\",\"2023-12-30 07:00:00.000000\",\"2023-12-30 07:15:00.000000\",\"2023-12-30 07:30:00.000000\",\"2023-12-30 07:45:00.000000\",\"2023-12-30 08:00:00.000000\",\"2023-12-30 08:15:00.000000\",\"2023-12-30 08:30:00.000000\",\"2023-12-30 08:45:00.000000\",\"2023-12-30 09:00:00.000000\",\"2023-12-30 09:15:00.000000\",\"2023-12-30 09:30:00.000000\",\"2023-12-30 09:45:00.000000\",\"2023-12-30 10:00:00.000000\",\"2023-12-30 10:15:00.000000\",\"2023-12-30 10:30:00.000000\",\"2023-12-30 10:45:00.000000\",\"2023-12-30 11:00:00.000000\",\"2023-12-30 11:15:00.000000\",\"2023-12-30 11:30:00.000000\",\"2023-12-30 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Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"dataset contains time-series data Bitcoin (BTC) denominated USDT (Tether), captured weekly intervals. data spans January 1, 2023, December 31, 2023.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"","code":"BTC"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"xts::xts()-object 52 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/BTC.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated Bitcoin (BTCUSDT) Weekly Intervals — BTC","text":"","code":"# Load the dataset data(\"BTC\")  # chart chart(   ticker = BTC,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 02:00:00.000000\",\"2023-05-15 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Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"dataset contains time-series data DOGECOIN (DOGE) denominated USDT (Tether), captured 1-minute intervals. data spans 2022-01-14 07:00:00 CET 2022-01-14 08:00:00 CET.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"","code":"DOGE"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"format","dir":"Reference","previous_headings":"","what":"Format","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"xts::xts()-object  61 rows 5 columns, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/DOGE.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"USDT Denominated DOGECOIN (DOGEUSDT) 1-Minute Intervals — DOGE","text":"","code":"# Load the dataset data(\"DOGE\")  # chart chart(   ticker = DOGE,   main = kline(),   sub = list(volume()) )  {\"x\":{\"data\":[{\"x\":[\"2022-01-14 07:00:00.000000\",\"2022-01-14 07:01:00.000000\",\"2022-01-14 07:02:00.000000\",\"2022-01-14 07:03:00.000000\",\"2022-01-14 07:04:00.000000\",\"2022-01-14 07:05:00.000000\",\"2022-01-14 07:06:00.000000\",\"2022-01-14 07:07:00.000000\",\"2022-01-14 07:08:00.000000\",\"2022-01-14 07:09:00.000000\",\"2022-01-14 07:10:00.000000\",\"2022-01-14 07:11:00.000000\",\"2022-01-14 07:12:00.000000\",\"2022-01-14 07:13:00.000000\",\"2022-01-14 07:14:00.000000\",\"2022-01-14 07:15:00.000000\",\"2022-01-14 07:16:00.000000\",\"2022-01-14 07:17:00.000000\",\"2022-01-14 07:18:00.000000\",\"2022-01-14 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value","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/FGIndex.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Fear and Greed Index (FGI) values for the cryptocurrency market in daily intervals — FGIndex","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/FGIndex.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Fear and Greed Index (FGI) values for the cryptocurrency market in daily intervals — FGIndex","text":"","code":"# Load the dataset data(\"FGIndex\")  # Get a summary of index values summary(FGIndex) #>      Index                          fgi        #>  Min.   :2023-01-01 01:00:00   Min.   :25.00   #>  1st Qu.:2023-04-01 20:00:00   1st Qu.:49.00   #>  Median :2023-07-01 14:00:00   Median :53.00   #>  Mean   :2023-07-01 14:00:00   Mean   :54.67   #>  3rd Qu.:2023-09-30 08:00:00   3rd Qu.:63.00   #>  Max.   :2023-12-30 01:00:00   Max.   :75.00"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":null,"dir":"Reference","previous_headings":"","what":"GET-requests — GET","title":"GET-requests — GET","text":"GET-requests","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GET-requests — GET","text":"","code":"GET(url, endpoint = NULL, query = NULL, path = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GET-requests — GET","text":"url character length 1. baseurl endpoint character length 1. API endpoint query named list queries. path list paths.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GET-requests — GET","text":"list crated jsonlite::fromJSON()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/GET.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"GET-requests — GET","text":"","code":"if (FALSE) {   # script start;    exchange <- \"bybit\"   futures  <- FALSE    # 1) define baseurl   base_url <- cryptoQuotes:::baseUrl(     source  = exchange,     futures = futures   )    # 2) define endpoint   end_point <- cryptoQuotes:::endPoint(     source  = \"bybit\",     futures = futures,     type    = \"ohlc\"   )    # 2) define actual   # parameters based on   # API docs   queries <- list(     symbol   = \"BTCUSDT\",     category = \"spot\",     limit    = 100,     interval = \"D\"   )    # 3) perform GET request   cryptoQuotes:::GET(     url      = base_url,     endpoint = end_point,     query    = queries   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Add eventlines to the chart — add_event","title":"Add eventlines to the chart — add_event","text":"high-level plotly::layout()-function. function adds shapes annotations main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add eventlines to the chart — add_event","text":"","code":"add_event(data, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add eventlines to the chart — add_event","text":"data data.frame-type object index, event color columns. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add eventlines to the chart — add_event","text":"plotly::plot_ly()-object shapes annotations","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Add eventlines to the chart — add_event","text":"data.frame must include following columns, index integer date: corresponding event timing. event character: event label. color character: color event","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add eventlines to the chart — add_event","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/add_event.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add eventlines to the chart — add_event","text":"","code":"# script start;  # 1) Generate random events # of buys and sells and convert # to data.frame # # Note: tibbles, data.tables are also supported # but only base R is shown here to avoid # too many dependencies set.seed(1903) event_data <- cryptoQuotes::ATOM[   sample(     x = 1:nrow(cryptoQuotes::ATOM),     size = 2   ) ]  # 1.1) Extract the index # from the event data index <- zoo::index(   event_data )  # 1.2) Convert the coredata # into a data.frame event_data <- as.data.frame(   zoo::coredata(     event_data   ) )  # 1.3) Add the index into the data.frame # case insensitive event_data$index <- index  # 1.4) add events to the data. # here we use Buys and Sells. event_data$event <- rep(   x = c('Buy', 'Sell'),   lenght.out = nrow(event_data) )  # 1.5) add colors based # on the event; here buy is colored # darkgrey, and if the position is closed # with profit the color is green event_data$color <- ifelse(   event_data$event == 'Buy',   yes = 'darkgrey',   no  = ifelse(     test = subset(         x = event_data,         event == 'Buy')$close < subset(x = event_data, event == 'Sell')$close,     yes  = 'green',     no   = 'red'   ) )  # 1.6) modify the event to add # closing price at each event event_data$event <- paste0(   event_data$event, ' @', event_data$close )  # 2) Chart the the klines # and add the buy and sell events cryptoQuotes::chart(   ticker     = cryptoQuotes::ATOM,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume()   ),   indicator = list(     cryptoQuotes::bollinger_bands()   ),   event_data = event_data,   options = list(     dark = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length  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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"","code":"alma(  price  = \"close\",  n      = 9,  offset = 0.85,  sigma  = 6,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"price character-vector length 1. \"close\" default name vector passed TTR::ALMA. n Number periods average . Must 1 nrow(x), inclusive. offset Percentile center distribution occur. sigma Standard deviation distribution. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/alma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Arnaud Legoux Moving Average (ALMA) to the chart — alma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f22ce7d6d\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f22ce7d6d.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f2161d5df3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f253fe1925\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f220319924\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":null,"dir":"Reference","previous_headings":"","what":"Assert truthfulness of conditions before evaluation — assert","title":"Assert truthfulness of conditions before evaluation — assert","text":"function wrapper stopifnot(), tryCatch() cli::cli_abort() asserts truthfulness passed expression(s).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Assert truthfulness of conditions before evaluation — assert","text":"","code":"assert(..., error_message = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Assert truthfulness of conditions before evaluation — assert","text":"... expressions >= 1. named names used error messages, otherwise R's internal error-messages thrown error_message character. error message, supports cli-formatting.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Assert truthfulness of conditions before evaluation — assert","text":"NULL statements ... TRUE","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/assert.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Assert truthfulness of conditions before evaluation — assert","text":"","code":"if (FALSE) {   # script start;    # 1) unnamed assert   # expressions   foo <- function(     a,     b) {      # assert without     # named expressions     cryptoQuotes:::assert(       is.numeric(a),       is.numeric(b)     )      a + b    }    # 1.1) returns   # the regular R error   # messages in cli-format   foo(     a = \"1\",     b = \"2\"   )    # 2) named assert   # expressions   foo <- function(     a,     b) {      cryptoQuotes:::assert(       \"{.arg a} is not {.cls numeric}\" =  is.numeric(a),       \"{.arg a} is not {.cls numeric}\" = is.numeric(b)     )      a + b    }    # 2.2) Returns   # custom error-messages   # in cli-format   foo(     a = \"1\",     b = \"2\"   )    # 3) custom error   # messages on   foo <- function(     a) {      cryptoQuotes:::assert(       is.numeric(a),       error_message = sprintf(         fmt = \"{.val %s} is not a numeric value.\",         a       )     )      a    }    # 2.2) Returns   # custom error-messages with   # passed values in cli-format   foo(     a = \"1\"   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":null,"dir":"Reference","previous_headings":"","what":"Get available exchanges — available_exchanges","title":"Get available exchanges — available_exchanges","text":"Get vector available exchanges passed source argument get-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get available exchanges — available_exchanges","text":"","code":"available_exchanges(    type = \"ohlc\" )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get available exchanges — available_exchanges","text":"type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get available exchanges — available_exchanges","text":"invisible()  character-vector containing available exchanges","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get available exchanges — available_exchanges","text":"endpoints supported available_exchanges() uniform, exchanges available , say, get_lsratio() necessarily available get_quote()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get available exchanges — available_exchanges","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_exchanges.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get available exchanges — available_exchanges","text":"","code":"# script start;  # 1) available exchanges # on ohlc-v endpoint cryptoQuotes::available_exchanges(   type = \"ohlc\"   ) #> ℹ Available Exchanges: #> ✔ binance, bitmart, bybit, kraken, kucoin  # 2) available exchanges # on long-short ratios cryptoQuotes::available_exchanges(   type = \"lsratio\" ) #> ℹ Available Exchanges: #> ✔ binance, bybit, kraken  # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":null,"dir":"Reference","previous_headings":"","what":"Get available intervals — available_intervals","title":"Get available intervals — available_intervals","text":"Get available intervals available_tickers() available_exchanges().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get available intervals — available_intervals","text":"","code":"available_intervals(    source = \"binance\",    type   = \"ohlc\",    futures = TRUE )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get available intervals — available_intervals","text":"source character-vector length 1. binance default. See available_exchanges() available exchanges. type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get available intervals — available_intervals","text":"invisible()  character-vector containing  available intervals exchange, market endpoint. Sample output","code":"#> i Available Intervals at \"bybit\" (futures): #> v 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d, 1M, 1w #> [1] \"1m\"  \"3m\"  \"5m\"  \"15m\" \"30m\" \"1h\""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get available intervals — available_intervals","text":"endpoints supported available_exchanges() uniform, exchanges available , say, get_lsratio() necessarily available get_quote()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get available intervals — available_intervals","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_intervals.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get available intervals — available_intervals","text":"","code":"if (FALSE) {   # script start;    # available intervals   # at kucoin futures market   cryptoQuotes::available_intervals(     source  = 'kucoin',     futures = TRUE,     type    = \"ohlc\"   )    # available intervals   # at kraken spot market   cryptoQuotes::available_intervals(     source  = 'kraken',     futures = FALSE,     type    = \"ohlc\"   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":null,"dir":"Reference","previous_headings":"","what":"Get actively traded cryptocurrency pairs — available_tickers","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"Get actively traded cryptocurrency pairs available_exchanges().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"","code":"available_tickers(source = \"binance\", futures = TRUE)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"character-vector actively traded cryptocurrency pairs exchange, specified market. Sample output","code":"#> [1] \"10000000AIDOGEUSDT\" \"1000000MOGUSDT\"     \"10000COQUSDT\"       #> [4] \"10000LADYSUSDT\"     \"10000NFTUSDT\"       \"10000SATSUSDT\""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"naming-conventions across, within, available_exchanges() necessarily . function lists actively traded tickers.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/available_tickers.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get actively traded cryptocurrency pairs — available_tickers","text":"","code":"if (FALSE) {   # 1) available tickers   # in Binance spot market   head(     cryptoQuotes::available_tickers(       source  = 'binance',       futures = FALSE     )   )    # 2) available tickers   # on Kraken futures market   head(     cryptoQuotes::available_tickers(       source  = 'kraken',       futures = TRUE     )   ) }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Bollinger Bands to the chart — bollinger_bands","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"high-level plotly::add_lines()-wrapper function interacts TTR::BBands()-function. function adds bollinger bands main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"","code":"bollinger_bands(    n = 20,    sd = 2,    maType = \"SMA\",    color  = '#4682b4',    ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"n Number periods moving average. sd number standard deviations use. maType function string naming function called. color character-vector length 1. \"#4682b4\" default. ... arguments passed maType function.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/bollinger_bands.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Bollinger Bands to the chart — bollinger_bands","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":null,"dir":"Reference","previous_headings":"","what":"calibrate the time window of a list of xts objects — calibrate_window","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"function high-level wrapper .call lapply modifies xts object stored list().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"","code":"calibrate_window(list, FUN, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"list list xts objects. FUN function applied element list ... optional arguments passed FUN.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"Returns xts object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/calibrate_window.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"calibrate the time window of a list of xts objects — calibrate_window","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":null,"dir":"Reference","previous_headings":"","what":"Build an interactive financial chart — chart","title":"Build an interactive financial chart — chart","text":"high-level plotly::plot_ly()- plotly::subplot()-wrapper function building interactive financial charts using affiliated chart-functions. chart consists main chart, optional subchart. main chart supports overlaying various trading indicators like sma bollinger_bands.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Build an interactive financial chart — chart","text":"","code":"chart(   ticker,   main = list(kline()),   sub = list(),   indicator = list(),   event_data = NULL,   options = list() )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Build an interactive financial chart — chart","text":"ticker object Open, High, Low, Close Volume columns can coerced xts::xts()-object. main plotly::plot_ly()-function. kline() default. sub optional list plotly::plot_ly()-function(s). indicator optional list plotly::add_lines()-function(s). event_data optional data.frame event line(s) added chart(). See add_event() details. options optional list chart()-options. See details .","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Build an interactive financial chart — chart","text":"plotly::plot_ly() object. Sample Output","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"options","dir":"Reference","previous_headings":"","what":"Options","title":"Build an interactive financial chart — chart","text":"dark <logical>-value length 1. TRUE default. Sets overall theme chart() slider <logical>-value length 1. FALSE default. TRUE, plotly::rangeslider() added deficiency  <logical>-value length 1. FALSE default. TRUE, chart()-elements colorblind friendly size <numeric>-value length 1. relative size main chart. 0.6 default. Must 0 1, non-inclusive","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"charting-events","dir":"Reference","previous_headings":"","what":"Charting Events","title":"Build an interactive financial chart — chart","text":"event_data passed, vertical eventlines appropriate labels coloring added chart(). function rigid, fail event, label index columns passed. details please see add_event().","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Build an interactive financial chart — chart","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Build an interactive financial chart — chart","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators 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01:00:00.000000\"],\"y\":[20010.817502999998,51004.279552,51904.892157000002,37137.036033999997,42185.202626999999,92996.025819999995,65029.119457000001,47239.079381000003,28286.037495,29653.908931000002,51251.735712000002,34991.864581000002,36293.991863000003,58042.364212,48478.508809999999,41164.566413,29147.248640999998,60000.527146,56595.424155000001,87922.433632999993,90814.808592999994,66583.167618000007,61438.733776000001,66004.507047999999,64091.174257999999,53038.415260000002,81959.098167999997,60773.071190000002],\"showlegend\":false,\"marker\":{\"color\":\"rgba(101,164,121,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(101,164,121,1)\"},\"error_y\":{\"color\":\"rgba(101,164,121,1)\"},\"error_x\":{\"color\":\"rgba(101,164,121,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y2\",\"frame\":null},{\"showlegend\":false,\"x\":[\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[0.25158895740375775,2.0868987002003743,3.6140489827481157,4.9819954316101471,6.2508574812215318,7.2906045198656679,7.7795041380147074,8.2446023177764651,8.4612266159531995],\"marker\":{\"color\":\"rgba(101,164,121,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(101,164,121,1)\"},\"error_y\":{\"color\":\"rgba(101,164,121,1)\"},\"error_x\":{\"color\":\"rgba(101,164,121,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"showlegend\":false,\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\"],\"y\":[-2.5039643099515692,-2.2437903439499047,-2.3421500806506335,-2.6853061237579179,-3.0970080042727037,-3.063165907211888,-2.9990532717731209,-2.7347548301343201,-2.2152405978114471,-0.85807566921592093],\"marker\":{\"color\":\"rgba(213,105,93,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(213,105,93,1)\"},\"error_y\":{\"color\":\"rgba(213,105,93,1)\"},\"error_x\":{\"color\":\"rgba(213,105,93,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[5.2417028589149668,4.4956716305467843,3.9092499812060688,3.2836016911076782,2.6350571862460908,1.9803350319091786,1.2823072617831652,0.57037609888440377,-0.060766466114397594,-0.5178390516511121,-0.83260547425664133,-0.87170630858310405,-0.60370042023119774,0.0013303084444976261,0.91820764156559009,2.1589024129932417,3.6717505732754754,5.445795567647699,7.3561626807061895],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"color\":\"rgba(75,0,85,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(75,0,85,1)\",\"line\":{\"color\":\"rgba(75,0,85,1)\"}},\"error_y\":{\"color\":\"rgba(75,0,85,1)\"},\"error_x\":{\"color\":\"rgba(75,0,85,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-06-26 02:00:00.000000\",\"2023-07-03 02:00:00.000000\",\"2023-07-10 02:00:00.000000\",\"2023-07-17 02:00:00.000000\",\"2023-07-24 02:00:00.000000\",\"2023-07-31 02:00:00.000000\",\"2023-08-07 02:00:00.000000\",\"2023-08-14 02:00:00.000000\",\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[8.9661623419105219,6.8448947446218655,6.2291301782352759,5.3749497257276735,4.8096685137295037,4.565503921144165,4.2430017348389359,3.4042760210633682,2.7377385489633976,2.2518812865968796,1.5670999005554354,0.5982955673497603,-0.46195081802661297,-1.0828308753027094,-1.7167460099899556,-2.1643787312499163,-2.2760070639258445,-1.375914720867033,-0.58101651685288358,1.2151923916172702,3.010348562516918,4.9833257400546449,7.1690651227871216,9.4495069328589096,11.451254711290183,13.690397885424165,15.817389296659389],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"color\":\"rgba(39,73,131,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(39,73,131,1)\",\"line\":{\"color\":\"rgba(39,73,131,1)\"}},\"error_y\":{\"color\":\"rgba(39,73,131,1)\"},\"error_x\":{\"color\":\"rgba(39,73,131,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null}],\"layout\":{\"xaxis\":{\"domain\":[0,1],\"automargin\":true,\"rangeslider\":{\"visible\":false,\"thickness\":0.050000000000000003},\"anchor\":\"y3\",\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"domain\":[0,0.17999999999999997],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"domain\":[0.21999999999999995,0.38],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis\":{\"domain\":[0.42000000000000004,1],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"annotations\":[{\"text\":\"Volume\",\"font\":{\"size\":16},\"showarrow\":false,\"x\":0,\"y\":0.38,\"xref\":\"paper\",\"yref\":\"paper\"},{\"text\":\"MACD(12, 26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f26f64167d\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f26f64167d.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f23db392f5\":{\"x\":{},\"ymin\":{},\"ymax\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"hoveron\":\"points\",\"fill\":\"toself\",\"showlegend\":true,\"legendgroup\":\"bb\",\"fillcolor\":\"rgba(70, 130, 180, 0.10)\",\"line\":{\"color\":\"transparent\"},\"name\":\"BB(20, 2, SMA)\",\"inherit\":false},\"16f25952502f\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Lower\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16f26e396a0a\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Upper\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16f2340d2efd\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"SMA\",\"line\":{\"color\":\"#4682b4\",\"dash\":\"dot\",\"width\":0.90000000000000002},\"inherit\":false},\"16f222d0afc4\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(10)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f25bbdccfb\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"ALMA(9)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f2275dabe4\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16f24628a1ba\":{\"showlegend\":false,\"x\":{},\"y\":{},\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"color\":{},\"colors\":[\"#65a479\",\"#d5695d\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16f21bcdd441\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f26b8fd45e\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a list of layout elements on subcharts — chart_layout","title":"Create a list of layout elements on subcharts — chart_layout","text":"Create list layout elements subcharts","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a list of layout elements on subcharts — chart_layout","text":"","code":"chart_layout(x, layout_element, layout_attribute)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a list of layout elements on subcharts — chart_layout","text":"x integer-vector length 1. layout_element character-vector length 1. plotly::layout elements. See example. layout_attribute character-vector length 1. plotly::layout element value. See example.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a list of layout elements on subcharts — chart_layout","text":"list layout elements.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/chart_layout.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a list of layout elements on subcharts — chart_layout","text":"","code":"if (FALSE) { chart_layout(   x = 1:plot_list_length,   layout_element = \"yaxis\",   layout_attribute = list(   gridcolor = if (dark) \"#40454c\" else  '#D3D3D3' # Was CCCCCC     ) ) }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert dates passed to UNIX — convert_date","title":"Convert dates passed to UNIX — convert_date","text":"function converts dates UNIX time passed API, converts POSIXct API","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert dates passed to UNIX — convert_date","text":"","code":"convert_date(x, multiplier)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert dates passed to UNIX — convert_date","text":"x numeric vector, date-type object multiplier numeric","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert dates passed to UNIX — convert_date","text":"vector length x.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/convert_date.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Convert dates passed to UNIX — convert_date","text":"x numeric, function assumes return value","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/cryptoQuotes-package.html","id":null,"dir":"Reference","previous_headings":"","what":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","title":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","text":"high-level API client offers streamlined access public cryptocurrency market data sentiment indicators. features OHLC-V (Open, High, Low, Close, Volume) comes granularity ranging seconds months essential sentiment indicators develop backtest trading strategies, conduct detailed market analysis. interacting directly major cryptocurrency exchanges package ensures reliable, stable, flow market information, eliminating need complex, low-level API interactions webcrawlers.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/cryptoQuotes-package.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"cryptoQuotes: A Streamlined Access to Cryptocurrency OHLC-V Market Data and Sentiment Indicators — cryptoQuotes-package","text":"Maintainer: Serkan Korkmaz serkor1@duck.com (ORCID) [contributor, copyright holder] contributors: Jonas Cuzulan Hirani jjh@vive.dk (ORCID) [contributor]","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the minimum and maximum date range — default_dates","title":"Get the minimum and maximum date range — default_dates","text":"available_exchanges() different limitations returned data function adaptive nature enforces compliance limits","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the minimum and maximum date range — default_dates","text":"","code":"default_dates(interval, from = NULL, to = NULL, length = 200, limit = NULL)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the minimum and maximum date range — default_dates","text":"interval character-vector length 1. 1d default. See available_intervals() available intervals. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. length numeric-value length 1. desired distance .","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the minimum and maximum date range — default_dates","text":"vector minimum maximum dates.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/default_dates.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the minimum and maximum date range — default_dates","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Double Exponential Moving Average (DEMA) to the chart — dema","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"","code":"dema(  price  = \"close\",  n      = 10,  v      = 1,  wilder = FALSE,  ratio  = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::DEMA. n Number periods average . Must 1 nrow(x), inclusive. v 'volume factor' (number [0,1]).  See Notes. wilder logical; TRUE, Welles Wilder type EMA calculated; see notes. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/dema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Double Exponential Moving Average (DEMA) to the chart — dema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Donchian Channels to the chart — donchian_channel","title":"Add Donchian Channels to the chart — donchian_channel","text":"high-level plotly::add_lines()-wrapper function interacts TTR::DonchianChannel()-function. function adds Donchian Channels main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Donchian Channels to the chart — donchian_channel","text":"","code":"donchian_channel(  n = 10,  include.lag = FALSE,  color = '#4682b4',  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Donchian Channels to the chart — donchian_channel","text":"n Number periods moving average. include.lag values lagged today's prices included calculation? See Note. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Donchian Channels to the chart — donchian_channel","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Donchian Channels to the chart — donchian_channel","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/donchian_channel.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Donchian Channels to the chart — donchian_channel","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"","code":"ema(  price  = \"close\",  n      = 10,  wilder = FALSE,  ratio  = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::EMA. n Number periods average . Must 1 nrow(x), inclusive. wilder logical; TRUE, Welles Wilder type EMA calculated; see notes. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Exponentially-Weighted Moving Average (EMA) to the chart — ema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer 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01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f27684db1d\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f27684db1d.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f2435e69bf\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f270f40671\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f237639a3f\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"","code":"evwma(  price  = \"close\",  n      = 10,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::EVWMA n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/evwma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Elastic Volume-Weighted Moving Average (EVWMA) to the chart — evwma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":null,"dir":"Reference","previous_headings":"","what":"Fetch time-based API-endpoint responses — fetch","title":"Fetch time-based API-endpoint responses — fetch","text":"function high-level wrapper around development tools available reduce amount coding.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Fetch time-based API-endpoint responses — fetch","text":"","code":"fetch(ticker, source, futures, interval, type, to, from, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Fetch time-based API-endpoint responses — fetch","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise. interval character-vector length 1. 1d default. See available_intervals() available intervals. type character-vector length 1. One , \"ohlc\" - Available exchanges Open, High, Low, Close Volume market data. See get_quote()-function. \"lsratio\" - Available exchanges Long-Short ratios. See get_lsratio()-function. \"fundingrate\" - Available exchanges Funding rates. See get_fundingrate()-function. \"interest\" - Available exchanges Open interest perpetual contracts sides. See get_openinterest()-function. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. ... additional parameters passed endpoint","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Fetch time-based API-endpoint responses — fetch","text":"returns xts-object desired endpoint.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Fetch time-based API-endpoint responses — fetch","text":"function can used fetch time-based objects, can therefore used get, example, available_tickers().","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fetch.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Fetch time-based API-endpoint responses — fetch","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Fear and Greed Index — fgi","title":"Chart the Fear and Greed Index — fgi","text":"high-level plotly::plot_ly()-wrapper function. function adds subchart fear greed-index.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Fear and Greed Index — fgi","text":"","code":"fgi(index, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Fear and Greed Index — fgi","text":"index xts::xts()-object. See get_fgindex() details. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Fear and Greed Index — fgi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"classification","dir":"Reference","previous_headings":"","what":"Classification","title":"Chart the Fear and Greed Index — fgi","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"about-the-fear-and-greed-index","dir":"Reference","previous_headings":"","what":"About the Fear and Greed Index","title":"Chart the Fear and Greed Index — fgi","text":"fear greed index market sentiment indicator measures investor emotions gauge whether generally fearful (indicating potential selling pressure) greedy (indicating potential buying enthusiasm).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Chart the Fear and Greed Index — fgi","text":"index fetched alternative., can different one provided coinmarketcap.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Fear and Greed Index — fgi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/fgi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Fear and Greed Index — fgi","text":"","code":"if (FALSE) {   # script start;    # 1) get the fear and greed index   # for the last 14 days   FGIndex <- cryptoQuotes::get_fgindex(     from = Sys.Date() - 14   )    # 2) get the BTC price   # for the last 14 days   BTC <- cryptoQuotes::get_quote(     ticker  = \"BTCUSDT\",     source  = \"bybit\",     futures = FALSE,     from    = Sys.Date() - 14   )    # 3) chart the daily BTC   # along side the Fear and   # Greed Index   cryptoQuotes::chart(     ticker = BTC,     main   = kline(),     sub    = list(       fgi(         FGIndex       )     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":null,"dir":"Reference","previous_headings":"","what":"flatten nested lists — flatten","title":"flatten nested lists — flatten","text":"Flatten nested list, regardless level nesting.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"flatten nested lists — flatten","text":"","code":"flatten(x)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"flatten nested lists — flatten","text":"x list","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"flatten nested lists — flatten","text":"unnested list","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/flatten.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"flatten nested lists — flatten","text":"","code":"# script start;  # 1) create a nested list nested_list <- list(   a = 1,   b = list(     c = 2,     d = 3   ) )  # 2) flatten the # nested list cryptoQuotes:::flatten(   nested_list ) #> $a #> [1] 1 #>  #> $b.c #> [1] 2 #>  #> $b.d #> [1] 3 #>   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Get daily fear greed index.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"","code":"get_fgindex(  from = NULL,  to   = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"xts-object containing, index <POSIXct> time-index fgi <numeric> daily fear greed index value Sample output","code":"#>                     fgi #> 2024-05-12 02:00:00  56 #> 2024-05-13 02:00:00  57 #> 2024-05-14 02:00:00  66 #> 2024-05-15 02:00:00  64 #> 2024-05-16 02:00:00  70 #> 2024-05-17 02:00:00  74"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"classification","dir":"Reference","previous_headings":"","what":"Classification","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Fear Greed Index goes 0-100, can classified follows, 0-24, Extreme Fear 25-44, Fear 45-55, Neutral 56-75, Greed 76-100, Extreme Greed","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"about-the-fear-and-greed-index","dir":"Reference","previous_headings":"","what":"About the Fear and Greed Index","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"fear greed index market sentiment indicator measures investor emotions gauge whether generally fearful (indicating potential selling pressure) greedy (indicating potential buying enthusiasm).","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"index fetched alternative., can different one provided coinmarketcap.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fgindex.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the daily Fear and Greed Index in the cryptocurrency market — get_fgindex","text":"","code":"if (FALSE) {   # script start;    # 1) get the fear and greed index   # for the last 7 days   tail(     fgi <- cryptoQuotes::get_fgindex(       from = Sys.Date() - 7     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the funding rate on futures contracts — get_fundingrate","title":"Get the funding rate on futures contracts — get_fundingrate","text":"Get funding rate cryptocurrency pair available_exchanges() actively traded available_tickers() futures markets.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the funding rate on futures contracts — get_fundingrate","text":"","code":"get_fundingrate(  ticker,  source   = 'binance',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the funding rate on futures contracts — get_fundingrate","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the funding rate on futures contracts — get_fundingrate","text":"xts-object containing, index <POSIXct> time-index funding_rate <numeric> current funding rate Sample output","code":"#>                     funding_rate #> 2024-03-09 17:00:00   0.00026407 #> 2024-03-10 01:00:00   0.00031010 #> 2024-03-10 09:00:00   0.00063451 #> 2024-03-10 17:00:00   0.00054479 #> 2024-03-11 01:00:00   0.00035489 #> 2024-03-11 09:00:00   0.00078428"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the funding rate on futures contracts — get_fundingrate","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_fundingrate.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the funding rate on futures contracts — get_fundingrate","text":"","code":"if (FALSE) { # script start;  # 1) check available # exchanges for funding rates cryptoQuotes::available_exchanges(   type = \"fundingrate\"   )  # 2) get BTC funding rate # for the last 7 days tail(   BTC <- cryptoQuotes::get_fundingrate(     ticker = \"BTCUSDT\",     source = \"binance\",     from   = Sys.Date() - 7   ) )  # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Get long-short ratio available_tickers() available_exchanges()","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"","code":"get_lsratio(    ticker,    interval = '1d',    source   = 'binance',    from     = NULL,    to       = NULL,    top      = FALSE )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"ticker character-vector length 1. See available_tickers() available tickers. interval character-vector length 1. 1d default. See available_intervals() available intervals. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default. top logical vector. FALSE default. TRUE returns top traders Long-Short ratios.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"xts-object containing, index <POSIXct> time-index long <numeric> share longs short <numeric> share shorts ls_ratio <numeric> ratio longs shorts Sample output","code":"#>                       long  short  ls_ratio #> 2024-05-12 02:00:00 0.6930 0.3070 2.2573290 #> 2024-05-13 02:00:00 0.6637 0.3363 1.9735355 #> 2024-05-14 02:00:00 0.5555 0.4445 1.2497188 #> 2024-05-15 02:00:00 0.6580 0.3420 1.9239766 #> 2024-05-16 02:00:00 0.4868 0.5132 0.9485581 #> 2024-05-17 02:00:00 0.5102 0.4898 1.0416497"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"Jonas Cuzulan Hirani","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_lsratio.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the long to short ratio of a cryptocurrency pair — get_lsratio","text":"","code":"if (FALSE) {   # script start;    LS_BTC <- cryptoQuotes::get_lsratio(     ticker   = 'BTCUSDT',     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # end of scrtipt; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the open interest on perpetual futures contracts — get_openinterest","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Get open interest cryptocurrency pair available_exchanges() actively traded available_tickers() FUTURES markets.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"","code":"get_openinterest(  ticker,  interval = '1d',  source   = 'binance',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"ticker character-vector length 1. See available_tickers() available tickers. interval character-vector length 1. 1d default. See available_intervals() available intervals. source character-vector length 1. binance default. See available_exchanges() available exchanges. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"xts-object containing, index <POSIXct> time-index open_interest <numeric> open perpetual contracts sides Sample output","code":"#>                     open_interest #> 2024-05-12 02:00:00      70961.07 #> 2024-05-13 02:00:00      69740.49 #> 2024-05-14 02:00:00      71110.33 #> 2024-05-15 02:00:00      67758.06 #> 2024-05-16 02:00:00      73614.70 #> 2024-05-17 02:00:00      72377.85"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_openinterest.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the open interest on perpetual futures contracts — get_openinterest","text":"","code":"if (FALSE) {   # script start;    # 1) check available   # exchanges for open interest   cryptoQuotes::available_exchanges(     type = 'interest'     )    # 2) get BTC funding rate   # for the last 7 days   tail(     BTC <- cryptoQuotes::get_openinterest(       ticker = \"BTCUSDT\",       source = \"binance\",       from   = Sys.Date() - 7     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Get quote cryptocurrency pair available_exchanges() various available_intervals() actively traded available_tickers().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"","code":"get_quote(  ticker,  source   = 'binance',  futures  = TRUE,  interval = '1d',  from     = NULL,  to       = NULL )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"ticker character-vector length 1. See available_tickers() available tickers. source character-vector length 1. binance default. See available_exchanges() available exchanges. futures logical-vector length 1. TRUE default. Returns futures market TRUE, spot market otherwise. interval character-vector length 1. 1d default. See available_intervals() available intervals. optional character-, date- POSIXct-vector length 1. NULL default. optional character-, date- POSIXct-vector length 1. NULL default.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"xts-object containing, index <POSIXct> time-index open <numeric> Opening price high <numeric> Highest price low <numeric> Lowest price close <numeric> Closing price volume <numeric> Trading volume Sample output","code":"#>                        open    high     low   close   volume #> 2024-05-12 02:00:00 60809.2 61849.4 60557.3 61455.8 104043.9 #> 2024-05-13 02:00:00 61455.7 63440.0 60750.0 62912.1 261927.1 #> 2024-05-14 02:00:00 62912.2 63099.6 60950.0 61550.5 244345.3 #> 2024-05-15 02:00:00 61550.5 66440.0 61316.1 66175.4 365031.7 #> 2024-05-16 02:00:00 66175.4 66800.0 64567.0 65217.7 242455.3 #> 2024-05-17 02:00:00 65217.7 66478.5 65061.2 66218.8  66139.1"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"on-time-zones-and-dates","dir":"Reference","previous_headings":"","what":"On time-zones and dates","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Values passed must coercible .Date(), .POSIXct(), format either \"%Y-%m-%d\" \"%Y-%m-%d %H:%M:%S\". default dates passed returned Sys.timezone().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"on-returns","dir":"Reference","previous_headings":"","what":"On returns","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"provided 200 pips returned Sys.time(). provided 200 pips specified date returned.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/get_quote.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the Open, High, Low, Close and Volume data on a cryptocurrency pair — get_quote","text":"","code":"if (FALSE) {   # script start;    # get quote on   # BTCUSDT pair from   # Binance in 30m   # intervals from the   # last 24 hours   tail(     BTC <- cryptoQuotes::get_quote(       ticker   = 'BTCUSDT',       source   = 'binance',       interval = '30m',       futures  = FALSE,       from     = Sys.Date() - 1     )   )    # script end; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Hull Moving Average (HMA) to the chart — hma","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"","code":"hma(  price  = \"close\",  n      = 20,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::HMA. n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/hma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Hull Moving Average (HMA) to the chart — hma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is not a multiple of shorter object 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01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f23df94fe2\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f23df94fe2.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f2632086d4\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f265e8f284\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f21b62fed3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":null,"dir":"Reference","previous_headings":"","what":"Check if values are valid dates — is.date","title":"Check if values are valid dates — is.date","text":"function check equivalent .numeric(), .logical(), checks date type classes POSIXct, POSIXt Date. wether character vector can formatted dates.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Check if values are valid dates — is.date","text":"","code":"is.date(x)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Check if values are valid dates — is.date","text":"x object tested","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/is.date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Check if values are valid dates — is.date","text":"TRUE either POSIXct, POSIXt Date. FALSE otherwise.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":null,"dir":"Reference","previous_headings":"","what":"Candlestick Chart — kline","title":"Candlestick Chart — kline","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Candlestick Chart — kline","text":"","code":"kline(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Candlestick Chart — kline","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Candlestick Chart — kline","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Candlestick Chart — kline","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/kline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Candlestick Chart — kline","text":"","code":"# script start;  # Charting BTC using # candlesticks as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::kline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f25fb5f032\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f25fb5f032.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f271af282c\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the long-short ratio — lsr","title":"Chart the long-short ratio — lsr","text":"high-level plotly::plot_ly()-wrapper function. function adds subchart chart long-short ratio.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the long-short ratio — lsr","text":"","code":"lsr(ratio, ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the long-short ratio — lsr","text":"ratio xts::xts()-object. See get_lsratio() details. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the long-short ratio — lsr","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the long-short ratio — lsr","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/lsr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the long-short ratio — lsr","text":"","code":"if (FALSE) {   # script start;    # 1) long-short ratio   # on BTCUSDT pair   LS_BTC <- cryptoQuotes::get_lsratio(     ticker   = 'BTCUSDT',     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # 2) BTCSDT in same period   # as the long-short ratio;   BTC <- cryptoQuotes::get_quote(     ticker   = 'BTCUSDT',     futures  = TRUE,     interval = '15m',     from     = Sys.Date() - 1,     to       = Sys.Date()   )    # 3) plot BTCUSDT-pair   # with long-short ratio   cryptoQuotes::chart(     ticker = BTC,     main   = cryptoQuotes::kline(),     sub    = list(       cryptoQuotes::lsr(         ratio = LS_BTC       )     )   )    # end of scrtipt; }"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::MACD()-function. function adds subchart TTR::MACD()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"","code":"macd(  nFast   = 12,  nSlow   = 26,  nSig    = 9,  maType  = \"SMA\",  percent = TRUE,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"nFast Number periods fast moving average. nSlow Number periods slow moving average. nSig Number periods signal moving average. maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. percent logical; TRUE, percentage difference fast slow moving averages returned, otherwise difference respective averages returned. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/macd.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Moving Average Convergence Divergence (MACD) indicator — macd","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list( 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Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f25b5d8397\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":null,"dir":"Reference","previous_headings":"","what":"OHLC Barchart — ohlc","title":"OHLC Barchart — ohlc","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"OHLC Barchart — ohlc","text":"","code":"ohlc(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"OHLC Barchart — ohlc","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"OHLC Barchart — ohlc","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"OHLC Barchart — ohlc","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/ohlc.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"OHLC Barchart — ohlc","text":"","code":"# script start;  # Charting BTC using # OHLC-bars as main # chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::ohlc(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":null,"dir":"Reference","previous_headings":"","what":"Line Chart — pline","title":"Line Chart — pline","text":"high-level plotly::plot_ly()-function charting Open, High, Low Close prices.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line Chart — pline","text":"","code":"pline(price = \"close\", ...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line Chart — pline","text":"price character-vector length 1. \"close\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line Chart — pline","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Line Chart — pline","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/pline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line Chart — pline","text":"","code":"# script start;  # Charting BTC using # line charts with closing price # as main chart cryptoQuotes::chart(   ticker = BTC,   main   = cryptoQuotes::pline(),   sub    = list(     cryptoQuotes::volume()   ) )  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 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end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":null,"dir":"Reference","previous_headings":"","what":"remove upper and lower bounds from an XTS object — remove_bound","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"stats::window()-function inclusive upper lower bounds, cases undesirable feature. high level function removes bounds desired","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"","code":"remove_bound(xts, bounds = c(\"upper\"))"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"xts xts-object needs bounds modified. bounds character vector length 1. one c('upper','lower',''). Defaults Upper.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"Returns xts-class object bounds removed.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/remove_bound.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"remove upper and lower bounds from an XTS object — remove_bound","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Relative Strength Index (RSI) — rsi","title":"Chart the Relative Strength Index (RSI) — rsi","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::RSI()-function. function adds subchart TTR::RSI()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Relative Strength Index (RSI) — rsi","text":"","code":"rsi(  price       = \"close\",  n           = 14,  maType      = \"SMA\",  upper_limit = 80,  lower_limit = 20,  color       = '#4682b4',  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Relative Strength Index (RSI) — rsi","text":"price Price series coercible xts matrix. n Number periods moving averages. maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. upper_limit numeric-vector length 1. 80 default. Sets upper limit TTR::RSI. lower_limit numeric-vector length 1. 20 default. Sets lower limit TTR::RSI. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Relative Strength Index (RSI) — rsi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Relative Strength Index (RSI) — rsi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/rsi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Relative Strength Index (RSI) — rsi","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 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130, 180, 0.10)\",\"line\":{\"color\":\"transparent\"},\"name\":\"BB(20, 2, 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end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Simple Moving Average (SMA) indicators to the chart — sma","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"","code":"sma(  price  = \"close\",  n      = 10,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::SMA. n Number periods average . Must 1 nrow(x), inclusive. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/sma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Simple Moving Average (SMA) indicators to the chart — sma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the Stochastic Momentum Index (SMI) — smi","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"high-level plotly::plot_ly()- plotly::add_lines()-function interacts TTR::SMI()-function. function adds subchart TTR::SMI()-indicator.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"","code":"smi(  nFastK = 14,  nFastD = 3,  nSlowD = 3,  maType,  bounded = TRUE,  smooth = 1,  upper_limit = 40,  lower_limit = -40,  color = \"#4682b4\",  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"nFastK Number periods fast %K (.e. number past periods use). nFastD Number periods fast %D (.e. number smoothing periods apply fast %K). nSlowD Number periods slow %D (.e. number smoothing periods apply fast %D). maType Either: function string naming function called. list first component like (1) ,     additional parameters specified named components.     See Examples. bounded Logical, current period's values used calculation? smooth Number internal smoothing periods applied calculating FastK. See Details. upper_limit numeric-vector length 1. 40 default. Sets upper limit TTR::SMI. lower_limit numeric-vector length 1. -40 default. Sets lower limit TTR::SMI. color character-vector length 1. \"#4682b4\" default. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/smi.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the Stochastic Momentum Index (SMI) — smi","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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xts-object needs needs split. reference zoo::index()-object, split . bounds character vector length 1. one c('upper','lower',''). Defaults Upper.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/split_window.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"split xts object iteratively in lists of desired intervals — split_window","text":"Returns list iteratively restricted xts objects","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/split_window.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"split xts object iteratively in lists of desired intervals — split_window","text":"","code":"# script start;  # 1) check index of BTCUSDT and # the Fear and Greed Index setequal(   zoo::index(BTC),   zoo::index(FGIndex) ) #> [1] FALSE  # 2) to align the indices, # we use the convincience functions # by splitting the FGI by the BTC index. FGIndex <- cryptoQuotes::split_window(   xts = cryptoQuotes::FGIndex,   by  = zoo::index(BTC),    # Remove upper bounds of the   # index to avoid overlap between   # the dates.   #   # This ensures that the FGI is split   # according to start of each weekly   # BTC candle   bounds = 'upper' )  # 3) as splitWindow returns a list # it needs to passed into calibrateWindow # to ensure comparability FGIndex <- cryptoQuotes::calibrate_window(   list = FGIndex,    # As each element in the list can include   # more than one row, each element needs to be aggregated   # or summarised.   #   # using xts::first gives the first element   # of each list, along with its values   FUN  = xts::first )   # 3) check if candles aligns # accordingly stopifnot(   setequal(     zoo::index(BTC),     zoo::index(FGIndex)   ) )   # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":null,"dir":"Reference","previous_headings":"","what":"Chart the trading volume — volume","title":"Chart the trading volume — volume","text":"high-level plotly::plot_ly()-function. function adds subchart trading trading.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Chart the trading volume — volume","text":"","code":"volume(...)"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Chart the trading volume — volume","text":"... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Chart the trading volume — volume","text":"invisible  plotly::plot_ly()-object.","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Chart the trading volume — volume","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/volume.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Chart the trading volume — volume","text":"","code":"# script start;  # 1) charting weekly # BTC using candlesticks # and indicators cryptoQuotes::chart(   ticker     = BTC,   main       = cryptoQuotes::kline(),   sub        = list(     cryptoQuotes::volume(),     cryptoQuotes::macd()   ),   indicator = list(     cryptoQuotes::bollinger_bands(),     cryptoQuotes::sma(),     cryptoQuotes::alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) ) #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length #> Warning: longer object length is not a multiple of shorter object length  {\"x\":{\"data\":[{\"x\":[\"2023-01-02 01:00:00.000000\",\"2023-01-09 01:00:00.000000\",\"2023-01-16 01:00:00.000000\",\"2023-01-23 01:00:00.000000\",\"2023-01-30 01:00:00.000000\",\"2023-02-06 01:00:00.000000\",\"2023-02-13 01:00:00.000000\",\"2023-02-20 01:00:00.000000\",\"2023-02-27 01:00:00.000000\",\"2023-03-06 01:00:00.000000\",\"2023-03-13 01:00:00.000000\",\"2023-03-20 01:00:00.000000\",\"2023-03-27 02:00:00.000000\",\"2023-04-03 02:00:00.000000\",\"2023-04-10 02:00:00.000000\",\"2023-04-17 02:00:00.000000\",\"2023-04-24 02:00:00.000000\",\"2023-05-01 02:00:00.000000\",\"2023-05-08 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01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[0.25158895740375775,2.0868987002003743,3.6140489827481157,4.9819954316101471,6.2508574812215318,7.2906045198656679,7.7795041380147074,8.2446023177764651,8.4612266159531995],\"marker\":{\"color\":\"rgba(101,164,121,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(101,164,121,1)\"},\"error_y\":{\"color\":\"rgba(101,164,121,1)\"},\"error_x\":{\"color\":\"rgba(101,164,121,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"showlegend\":false,\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\"],\"y\":[-2.5039643099515692,-2.2437903439499047,-2.3421500806506335,-2.6853061237579179,-3.0970080042727037,-3.063165907211888,-2.9990532717731209,-2.7347548301343201,-2.2152405978114471,-0.85807566921592093],\"marker\":{\"color\":\"rgba(213,105,93,1)\",\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"type\":\"bar\",\"textfont\":{\"color\":\"rgba(213,105,93,1)\"},\"error_y\":{\"color\":\"rgba(213,105,93,1)\"},\"error_x\":{\"color\":\"rgba(213,105,93,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[5.2417028589149668,4.4956716305467843,3.9092499812060688,3.2836016911076782,2.6350571862460908,1.9803350319091786,1.2823072617831652,0.57037609888440377,-0.060766466114397594,-0.5178390516511121,-0.83260547425664133,-0.87170630858310405,-0.60370042023119774,0.0013303084444976261,0.91820764156559009,2.1589024129932417,3.6717505732754754,5.445795567647699,7.3561626807061895],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"color\":\"rgba(75,0,85,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(75,0,85,1)\",\"line\":{\"color\":\"rgba(75,0,85,1)\"}},\"error_y\":{\"color\":\"rgba(75,0,85,1)\"},\"error_x\":{\"color\":\"rgba(75,0,85,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null},{\"x\":[\"2023-06-26 02:00:00.000000\",\"2023-07-03 02:00:00.000000\",\"2023-07-10 02:00:00.000000\",\"2023-07-17 02:00:00.000000\",\"2023-07-24 02:00:00.000000\",\"2023-07-31 02:00:00.000000\",\"2023-08-07 02:00:00.000000\",\"2023-08-14 02:00:00.000000\",\"2023-08-21 02:00:00.000000\",\"2023-08-28 02:00:00.000000\",\"2023-09-04 02:00:00.000000\",\"2023-09-11 02:00:00.000000\",\"2023-09-18 02:00:00.000000\",\"2023-09-25 02:00:00.000000\",\"2023-10-02 02:00:00.000000\",\"2023-10-09 02:00:00.000000\",\"2023-10-16 02:00:00.000000\",\"2023-10-23 02:00:00.000000\",\"2023-10-30 01:00:00.000000\",\"2023-11-06 01:00:00.000000\",\"2023-11-13 01:00:00.000000\",\"2023-11-20 01:00:00.000000\",\"2023-11-27 01:00:00.000000\",\"2023-12-04 01:00:00.000000\",\"2023-12-11 01:00:00.000000\",\"2023-12-18 01:00:00.000000\",\"2023-12-25 01:00:00.000000\"],\"y\":[8.9661623419105219,6.8448947446218655,6.2291301782352759,5.3749497257276735,4.8096685137295037,4.565503921144165,4.2430017348389359,3.4042760210633682,2.7377385489633976,2.2518812865968796,1.5670999005554354,0.5982955673497603,-0.46195081802661297,-1.0828308753027094,-1.7167460099899556,-2.1643787312499163,-2.2760070639258445,-1.375914720867033,-0.58101651685288358,1.2151923916172702,3.010348562516918,4.9833257400546449,7.1690651227871216,9.4495069328589096,11.451254711290183,13.690397885424165,15.817389296659389],\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"color\":\"rgba(39,73,131,1)\",\"width\":0.90000000000000002},\"marker\":{\"color\":\"rgba(39,73,131,1)\",\"line\":{\"color\":\"rgba(39,73,131,1)\"}},\"error_y\":{\"color\":\"rgba(39,73,131,1)\"},\"error_x\":{\"color\":\"rgba(39,73,131,1)\"},\"xaxis\":\"x\",\"yaxis\":\"y3\",\"frame\":null}],\"layout\":{\"xaxis\":{\"domain\":[0,1],\"automargin\":true,\"rangeslider\":{\"visible\":false,\"thickness\":0.050000000000000003},\"anchor\":\"y3\",\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"domain\":[0,0.17999999999999997],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"domain\":[0.21999999999999995,0.38],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"yaxis\":{\"domain\":[0.42000000000000004,1],\"automargin\":true,\"anchor\":\"x\",\"gridcolor\":\"#40454c\"},\"annotations\":[{\"text\":\"Volume\",\"font\":{\"size\":16},\"showarrow\":false,\"x\":0,\"y\":0.38,\"xref\":\"paper\",\"yref\":\"paper\"},{\"text\":\"MACD(12, 26, 9)\",\"x\":0,\"y\":0.17999999999999997,\"font\":{\"size\":16},\"xref\":\"paper\",\"yref\":\"paper\",\"showarrow\":false}],\"shapes\":[],\"images\":[],\"margin\":{\"b\":5,\"l\":5,\"t\":65,\"r\":5},\"colorway\":[\"#4B0055\",\"#274983\",\"#008298\",\"#00B28A\",\"#7ED357\",\"#FDE333\"],\"hovermode\":\"closest\",\"showlegend\":true,\"paper_bgcolor\":\"#2b3139\",\"plot_bgcolor\":\"#2b3139\",\"font\":{\"size\":14,\"color\":\"#848e9c\"},\"legend\":{\"orientation\":\"h\",\"x\":0,\"y\":100,\"yref\":\"container\",\"title\":{\"text\":\"<b>Indicators:<\\/b>\",\"font\":{\"size\":16}}},\"title\":{\"text\":\"<b>Ticker:<\\/b> BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f22c169835\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f22c169835.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f25c9cfbff\":{\"x\":{},\"ymin\":{},\"ymax\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"hoveron\":\"points\",\"fill\":\"toself\",\"showlegend\":true,\"legendgroup\":\"bb\",\"fillcolor\":\"rgba(70, 130, 180, 0.10)\",\"line\":{\"color\":\"transparent\"},\"name\":\"BB(20, 2, SMA)\",\"inherit\":false},\"16f247552ff7\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Lower\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16f267ef6827\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"Upper\",\"line\":{\"color\":\"#4682b4\",\"width\":0.90000000000000002},\"inherit\":false},\"16f27916975a\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":false,\"legendgroup\":\"bb\",\"name\":\"SMA\",\"line\":{\"color\":\"#4682b4\",\"dash\":\"dot\",\"width\":0.90000000000000002},\"inherit\":false},\"16f277a795a2\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(10)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f27ef2fc6f\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"ALMA(9)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f2228bbddb\":{\"x\":{},\"y\":{},\"showlegend\":false,\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"Volume\",\"color\":{},\"colors\":[\"#d5695d\",\"#65a479\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16f24414ef8f\":{\"showlegend\":false,\"x\":{},\"y\":{},\"marker\":{\"line\":{\"color\":\"black\",\"width\":0.5}},\"name\":\"MACD\",\"color\":{},\"colors\":[\"#65a479\",\"#d5695d\"],\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"bar\"},\"16f23aa02972\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: Signal\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f26909a35c\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"name\":\"MACD: MACD\",\"showlegend\":false,\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"","code":"vwap(  price  = \"close\",  n      = 10,  ratio = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"price character-vector length 1. \"close\" default. name vector passed TTR::VWAP n Number periods average . Must 1 nrow(x), inclusive. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/vwap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Volume-Weighted Moving Average (VWAP) to the chart — vwap","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object 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BTC <b>Market:<\\/b> Bybit (SPOT)<br><sub><b>Period:<\\/b> 2023-01-02 01:00:00 - 2023-12-25 01:00:00<\\/sub>\",\"font\":{\"size\":20},\"x\":1,\"xref\":\"paper\",\"xanchor\":\"right\"},\"yaxis1\":{\"gridcolor\":\"#40454c\"},\"yaxis2\":{\"gridcolor\":\"#40454c\"},\"yaxis3\":{\"gridcolor\":\"#40454c\"},\"yaxis4\":{\"gridcolor\":\"#40454c\"},\"yaxis5\":{\"gridcolor\":\"#40454c\"},\"yaxis6\":{\"gridcolor\":\"#40454c\"},\"yaxis7\":{\"gridcolor\":\"#40454c\"},\"yaxis8\":{\"gridcolor\":\"#40454c\"},\"xaxis1\":{\"gridcolor\":\"#40454c\"},\"xaxis2\":{\"gridcolor\":\"#40454c\"},\"xaxis3\":{\"gridcolor\":\"#40454c\"},\"xaxis4\":{\"gridcolor\":\"#40454c\"},\"xaxis5\":{\"gridcolor\":\"#40454c\"},\"xaxis6\":{\"gridcolor\":\"#40454c\"},\"xaxis7\":{\"gridcolor\":\"#40454c\"},\"xaxis8\":{\"gridcolor\":\"#40454c\"}},\"attrs\":{\"16f22a3f0647\":{\"x\":{},\"hoverinfo\":\"none\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"decreasing\":{\"line\":{\"color\":\"black\",\"width\":3},\"fillcolor\":\"black\"},\"showlegend\":false,\"legendgroup\":\"price\",\"name\":\"Border\",\"alpha_stroke\":1,\"sizes\":[10,100],\"spans\":[1,20],\"type\":\"candlestick\"},\"16f22a3f0647.1\":{\"x\":{},\"type\":\"candlestick\",\"open\":{},\"close\":{},\"high\":{},\"low\":{},\"increasing\":{\"line\":{\"color\":\"#65a479\",\"width\":1.25},\"fillcolor\":\"#65a479\"},\"decreasing\":{\"line\":{\"color\":\"#d5695d\",\"width\":1.25},\"fillcolor\":\"#d5695d\"},\"showlegend\":true,\"legendgroup\":\"price\",\"name\":\"1w\",\"inherit\":false},\"16f24cd5c566\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"EMA(7)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f270e28dc3\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"SMA(14)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false},\"16f26a56b61e\":{\"x\":{},\"y\":{},\"type\":\"scatter\",\"mode\":\"lines\",\"showlegend\":true,\"name\":\"WMA(21)\",\"line\":{\"width\":0.90000000000000002},\"inherit\":false}},\"source\":\"A\",\"config\":{\"modeBarButtonsToAdd\":[\"hoverclosest\",\"hovercompare\"],\"showSendToCloud\":false},\"highlight\":{\"on\":\"plotly_click\",\"persistent\":false,\"dynamic\":false,\"selectize\":false,\"opacityDim\":0.20000000000000001,\"selected\":{\"opacity\":1},\"debounce\":0},\"subplot\":true,\"shinyEvents\":[\"plotly_hover\",\"plotly_click\",\"plotly_selected\",\"plotly_relayout\",\"plotly_brushed\",\"plotly_brushing\",\"plotly_clickannotation\",\"plotly_doubleclick\",\"plotly_deselect\",\"plotly_afterplot\",\"plotly_sunburstclick\"],\"base_url\":\"https://plot.ly\"},\"evals\":[],\"jsHooks\":[]} # script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Weighted Moving Average (WMA) to the chart — wma","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"","code":"wma(  price  = \"close\",  n      = 10,  wts    = 1:n,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"price character-vector length 1. \"close\" default. name vector passed TTR::WMA. n Number periods average . Must 1 nrow(x), inclusive. wts Vector weights.  Length wts vector must equal length x, n (default). ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/wma.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Weighted Moving Average (WMA) to the chart — wma","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> Warning: longer object length is not a multiple of 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# script end;"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":null,"dir":"Reference","previous_headings":"","what":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"high-level plotly::add_lines()-wrapper function interacts TTR's moving average family functions. function adds moving average indicators main chart().","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"","code":"zlema(  price  = \"close\",  n      = 10,  ratio = NULL,  ... )"},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"price character-vector length 1. \"close\" default. name vector passed TTR::ZLEMA. n Number periods average . Must 1 nrow(x), inclusive. ratio smoothing/decay ratio.  ratio overrides wilder EMA. ... internal use. Please ignore.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"plotly::plot_ly()-object","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"author","dir":"Reference","previous_headings":"","what":"Author","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"Serkan Korkmaz","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/reference/zlema.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add Zero Lag Exponential Moving Average (ZLEMA) to the chart — zlema","text":"","code":"# script start;  cryptoQuotes::chart(   ticker = BTC,   main   = kline(),   indicator = list(     cryptoQuotes::ema(n = 7),     cryptoQuotes::sma(n = 14),     cryptoQuotes::wma(n = 21)   ) ) #> 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# script end;"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"general-1-3-1","dir":"Changelog","previous_headings":"","what":"General","title":"cryptoQuotes 1.3.1","text":"NOTE: update package longer considered experimental. Removed deprecated functions getQuote()-, getFGIndex()- getLSRatio()-functions. Removed decprecated functions availableExchanges()-, availableIntervals()- availableTickers()-functions. functions planned deleted 1.4.0 - however, decided aim JOSS- rOpenSci-subscription requires degree stability. Hence deletion function 1.3.0. expect 1.4.0 released rOpenSci-submission acceptance 🙏","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-features-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"New features","title":"cryptoQuotes 1.3.1","text":"smi()-function, subchart-indicator built TTR::SMI()-function. donchian_channel()-function, main chart-indicator built TTR::DonchianChannel()-function","code":"chart(   ticker = BTC,   main   = kline(),   indicator = list(     donchian_channel()   ),   sub = list(     smi()   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"expanded-support-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Expanded Support","title":"cryptoQuotes 1.3.1","text":"get_openinterest() now supported kraken","code":"tail(   get_openinterest(     ticker   = \"PF_XBTUSD\",     interval = \"1h\",     source   = \"kraken\"   ) ) #>                     open_interest #> 2024-05-31 15:00:00      3013.342 #> 2024-05-31 16:00:00      2957.343 #> 2024-05-31 17:00:00      2960.819 #> 2024-05-31 18:00:00      2954.668 #> 2024-05-31 19:00:00      2983.686 #> 2024-05-31 20:00:00      2996.449"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Charting","title":"cryptoQuotes 1.3.1","text":"chart()-function now proper light-theme available isn’t default plotly-values. charts now displays date ranges subtitles. bollinger_bands()-function now accepts color-argument. can passed Hexadecimal-colors , \"blue\" example. new main chart function introduced. pline() univariate price chart based either open, high, low close prices.","code":"chart(   ticker = BTC,   main   = pline(price = \"close\"),   indicator = list(     bollinger_bands(     color = \"steelblue\"   )   ),   sub = list(     volume()   ),   options = list(     dark = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"documentation-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Documentation","title":"cryptoQuotes 1.3.1","text":"documentation extensively reworked. includes, limited , sample outputs get_*-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"backend-changes-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"Backend Changes","title":"cryptoQuotes 1.3.1","text":"chart()-functions longer depend rlang. Note: generally moving away rlang, purrr tidyverse general. , however, keeping tidyverse styleguide. Removed dependency conflicted-package. Prior version 1.3.0 get*-functions following syntax quantmod closely, goes function naming . adoption tidyverse style guide, conflicts needs resolved stable- experimental-functions.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-developper-tools-1-3-1","dir":"Changelog","previous_headings":"Improvements","what":"New developper tools","title":"cryptoQuotes 1.3.1","text":"pull()-function var_ly()-function build()-function","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"breaking-changes-1-3-1","dir":"Changelog","previous_headings":"","what":"Breaking Changes","title":"cryptoQuotes 1.3.1","text":"get_fgindex()-function now returns columns lower case.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"bugfixes-1-3-1","dir":"Changelog","previous_headings":"","what":"Bugfixes","title":"cryptoQuotes 1.3.1","text":"Fixed bug get_fgindex() labelled deprecated Fixed bug limitations-article desired number observations werent compatible kraken-exchange. Fixed warning get_lsratio()-function source = \"binance\" Fixed bug lsr()-indicator broke chart()-function included. Fixed bug get_quote()-function = NULL != NULL returned quote filtered according UTC Sys.timezone() Fixed bug chart()-function inferred intervals incorrect leap years, months different 30 days.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-130","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.3.0","title":"cryptoQuotes 1.3.0","text":"CRAN release: 2024-03-12","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"general-function-improvements-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"General function improvements","title":"cryptoQuotes 1.3.0","text":"get_lsratio getLSratio() supports kraken bybit source available_-functions adaptive calling environments Now returns available exhanges supports Open, High, Low Close market data. type-argument can changed , example, lsratio get available exchanges supports Long Shorts ratios. Similar changes made remaining available_-functions.","code":"## charting the klines ## with indicators as ## subcharts available_exchanges(type = 'ohlc')"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"error-handling-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Error-handling","title":"cryptoQuotes 1.3.0","text":"get_*- available_*-functions now robust API input errors.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"default-returning-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Default Returning","title":"cryptoQuotes 1.3.0","text":"quotes fear greed index now returns 200 rows instead 100","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Charting","title":"cryptoQuotes 1.3.0","text":"charts now dark light theme. passed options = list(dark = TRUE) chart()-function. charts now color deficiency compliant, deficiency parameter options = list(deficiency = TRUE) now applies chart-elements charts now constructed without %>% , , intuitive navigate . See example ,","code":"## charting the klines ## with indicators as ## subcharts chart(   ticker     = BTC,   main       = kline(),   sub        = list(     volume()   ),   indicator = list(     bollinger_bands(),     sma(),     alma()   ),   options = list(     dark       = TRUE,     deficiency = FALSE   ) )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"exchange-support-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"Exchange Support","title":"cryptoQuotes 1.3.0","text":"following exchanges added list exchanges available, ByBit","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"new-features-1-3-0","dir":"Changelog","previous_headings":"Improvements","what":"New features","title":"cryptoQuotes 1.3.0","text":"Funding rates, get_fundingrate() Open interest, get_openinterest()","code":"## get funding rate tail(   get_fundingrate(     ticker = \"BTCUSDT\",     source = \"binance\"   ) ) #>                     funding_rate #> 2024-05-30 02:00:00   0.00010000 #> 2024-05-30 10:00:00   0.00010000 #> 2024-05-30 18:00:00   0.00010000 #> 2024-05-31 02:00:00   0.00014599 #> 2024-05-31 10:00:00   0.00012268 #> 2024-05-31 18:00:00   0.00010000 ## get funding rate tail(   get_openinterest(     ticker = \"BTCUSDT\",     source = \"binance\"   ) ) #>                     open_interest #> 2024-05-26 02:00:00      72347.36 #> 2024-05-27 02:00:00      71077.10 #> 2024-05-28 02:00:00      71580.71 #> 2024-05-29 02:00:00      71880.38 #> 2024-05-30 02:00:00      76232.59 #> 2024-05-31 02:00:00      74250.55"},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"charting-1-3-0-1","dir":"Changelog","previous_headings":"Breaking Changes","what":"Charting","title":"cryptoQuotes 1.3.0","text":"charting-functions reworked without backwards compatibility, lifecycle::deprecated()-warnings. charting-functions , still , experimental-stage.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"api-calls-1-3-0","dir":"Changelog","previous_headings":"Breaking Changes","what":"API Calls","title":"cryptoQuotes 1.3.0","text":"dates passed get_*-functions assumed dates given UTC, retrieved UTC. now changed; functions now uses Sys.timezone() default upon request retrieval.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"warning-1-3-0","dir":"Changelog","previous_headings":"","what":"Warning","title":"cryptoQuotes 1.3.0","text":"cryptoQuotes-package moved tidyverse style guide, getFoo-functions now deprecated. permanently deleted, removed cryptoQuotes-package, version 1.4.0!","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-121","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.2.1","title":"cryptoQuotes 1.2.1","text":"CRAN release: 2024-01-08","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"minor-updates-1-2-1","dir":"Changelog","previous_headings":"","what":"Minor Updates","title":"cryptoQuotes 1.2.1","text":"Added DOGECOIN data. data extracted 1m chart, around Elon Musks Tweet. Added usecase Vignette Dogecoin Elon Musk showcase functionality library.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"bugfixes-1-2-1","dir":"Changelog","previous_headings":"","what":"Bugfixes","title":"cryptoQuotes 1.2.1","text":"Corrected misspelled ticker Vignette returned Quotes now UTC, . Fixed error Bitmart API weekly candles throw error.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-120","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.2.0","title":"cryptoQuotes 1.2.0","text":"arguments now flexible, supports passing Sys.Date() Sys.time() directly get-functions. getQuote() now returns 100 pips preceding specified date, = NULL. returns 100 pips, Sys.Date(), specified date. getQuote()-function can now used follows;","code":"## Specifying from ## date only; ## ## Returns 10 pips getQuote(  ticker   = 'BTCUSDT',  interval = '1d'  from     = as.character(Sys.Date() - 10)  )  ## Specifying to ## date only; ## ## Returns 100 pips getQuote(  ticker   = 'BTCUSDT',  interval = '1d'  to     = as.character(Sys.Date())  )"},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"market-sentiment-1-2-0","dir":"Changelog","previous_headings":"","what":"Market Sentiment","title":"cryptoQuotes 1.2.0","text":"Four new functions added, getFGIndex() returns daily Fear Greed Index. addFGIndex() adds Fear Greed Index subplot price charts. getLSRatio() returns long-short ratio varying granularity. Contributor credited. addLSRatio() adds long-short ratio subplot price charts.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"convinience-functions-added-1-2-0","dir":"Changelog","previous_headings":"","what":"Convinience functions added","title":"cryptoQuotes 1.2.0","text":"Three new convinience functions added applicable situations, removeBound() splitWindow() calibrateWindow()","code":""},{"path":[]},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"frontend-1-1-0","dir":"Changelog","previous_headings":"","what":"Frontend","title":"cryptoQuotes 1.1.0","text":"getQuote() now returns 100 pips NULL","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"backend-1-1-0","dir":"Changelog","previous_headings":"","what":"Backend","title":"cryptoQuotes 1.1.0","text":"code rewritten compatible httr2, package used httr version 1.0.0.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"future-releases-1-1-0","dir":"Changelog","previous_headings":"","what":"Future releases","title":"cryptoQuotes 1.1.0","text":"next release, three exchanges supported.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"known-bugs-1-1-0","dir":"Changelog","previous_headings":"","what":"Known bugs","title":"cryptoQuotes 1.1.0","text":"returned quotes local timezone, unintentional feature fixed bugfix.","code":""},{"path":"https://serkor1.github.io/cryptoQuotes/news/index.html","id":"cryptoquotes-100","dir":"Changelog","previous_headings":"","what":"cryptoQuotes 1.0.0","title":"cryptoQuotes 1.0.0","text":"CRAN release: 2023-12-13 Initial CRAN submission 🚀","code":""}]